diff --git a/docs/my-website/docs/providers/openai.md b/docs/my-website/docs/providers/openai.md index bed4cd0aa5b..9d557303ef2 100644 --- a/docs/my-website/docs/providers/openai.md +++ b/docs/my-website/docs/providers/openai.md @@ -632,7 +632,9 @@ curl -X POST 'http://0.0.0.0:4000/chat/completions' \ ## OpenAI Chat Completion to Responses API Bridge -Call any Responses API model from OpenAI's `/chat/completions` endpoint. +LiteLLM offers a chat completion to Responses API bridge. This lets you use the completion interface while calling the Responses API under the hood. + +This is useful when you want to use [Responses API](https://platform.openai.com/docs/api-reference/responses) specific features (like built-in tools, web search preview, or code interpreter). :::tip gpt-5.4 + reasoning_effort + function tools @@ -649,12 +651,54 @@ response = litellm.completion( ::: +### When to use the `openai/responses/` prefix + +Each model has a `mode` property defined in [`model_prices_and_context_window.json`](https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json) that determines which API endpoint it uses by default: + +- **`mode: responses`** - Model automatically uses the Responses API +- **`mode: chat`** - Model defaults to the Chat Completions API + +**Models with `mode: responses`** (automatic Responses API): +- `o3-deep-research`, `o4-mini-deep-research` +- `o1-pro`, `o3-pro` +- `gpt-5.1-codex`, `gpt-5.1-codex-mini`, `gpt-5.1-codex-max` +- `codex-mini-latest` + +**Models with `mode: chat`** (require `openai/responses/` prefix for built-in tools): +- `gpt-4o`, `gpt-4o-mini`, `gpt-4.1`, `gpt-4.1-mini` +- `gpt-5`, `gpt-5-mini` +- `o3`, `o4-mini` + +To use built-in tools like `web_search_preview` with `mode: chat` models, add the `openai/responses/` prefix: + +```python +# This will FAIL - gpt-4o has mode: chat, uses Chat Completions API +response = litellm.completion( + model="gpt-4o", + messages=[{"role": "user", "content": "What is the weather in Paris today?"}], + tools=[{"type": "web_search_preview"}], # Not supported in Chat Completions + # ... other kwargs +) + +# This will WORK - prefix forces Responses API +response = litellm.completion( + model="openai/responses/gpt-4o", + messages=[{"role": "user", "content": "What is the weather in Paris today?"}], + tools=[{"type": "web_search_preview"}], # Supported in Responses API + # ... other kwargs +) +``` + +### Examples + +**Using a model with `mode: responses` (automatic):** + ```python import litellm -import os +import os os.environ["OPENAI_API_KEY"] = "sk-1234" @@ -668,6 +712,26 @@ response = litellm.completion( ) print(response) ``` + +**Using a model with `mode: chat` (requires prefix):** + +```python +import litellm +import os + +os.environ["OPENAI_API_KEY"] = "sk-1234" + +# Use the openai/responses/ prefix to enable built-in tools +response = litellm.completion( + model="openai/responses/gpt-4o", + messages=[{"role": "user", "content": "What is the weather in Paris today?"}], + tools=[ + {"type": "web_search_preview"}, + ], +) +print(response) +``` + @@ -675,10 +739,17 @@ print(response) ```yaml model_list: - - model_name: openai-model + # Model with mode: responses (automatic) + - model_name: o3-deep-research litellm_params: model: o3-deep-research-2025-06-26 api_key: os.environ/OPENAI_API_KEY + + # Model with mode: chat (use prefix for built-in tools) + - model_name: gpt-4o-with-tools + litellm_params: + model: openai/responses/gpt-4o + api_key: os.environ/OPENAI_API_KEY ``` 2. Start the proxy @@ -693,15 +764,14 @@ litellm --config config.yaml curl -X POST 'http://0.0.0.0:4000/chat/completions' \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer sk-1234' \ --d '{ - "model": "openai-model", +-d '{ + "model": "gpt-4o-with-tools", "messages": [ - {"role": "user", "content": "What is the capital of France?"} + {"role": "user", "content": "What is the weather in Paris today?"} ], "tools": [ - {"type": "web_search_preview"}, - {"type": "code_interpreter", "container": {"type": "auto"}}, - ], + {"type": "web_search_preview"} + ] }' ``` diff --git a/docs/my-website/docs/tutorials/retool_assist.md b/docs/my-website/docs/tutorials/retool_assist.md new file mode 100644 index 00000000000..703ce02cccf --- /dev/null +++ b/docs/my-website/docs/tutorials/retool_assist.md @@ -0,0 +1,143 @@ +import Image from '@theme/IdealImage'; + +# Retool Assist + +This guide walks you through connecting [Retool Assist](https://docs.retool.com/apps/guides/assist/) to LiteLLM Proxy. Retool Assist uses AI to generate and edit apps from within the Retool app IDE. Using LiteLLM with Retool Assist allows you to: + +- Access 100+ LLMs through Retool Assist +- Track spend and usage, set budget limits per virtual key +- Control which models Retool Assist can access +- Use your own LLM providers via a unified OpenAI-compatible API + +
+ +
+ +--- + +:::info +**Hosted Retool requires a public URL.** Retool Cloud runs on Retool's servers, so `localhost` will not work. You must expose your LiteLLM proxy via ngrok, Cloudflare Tunnel, or by deploying to a cloud provider. +::: + +## Quick Reference + +| Setting | Value | +|---------|-------| +| Provider Schema | OpenAI | +| Base URL | Your ngrok URL (e.g. `https://abc123.ngrok-free.app`) or deployed proxy URL | +| API Key | Your LiteLLM Virtual Key | +| Model | Public model name from LiteLLM (e.g. `openai/gpt-4o-mini`, `openai/gpt-5.2-2025-12-11`) | + +--- + +## Prerequisites + +- LiteLLM Proxy running locally or deployed +- [ngrok](https://ngrok.com/download) (or similar tunnel) for local development with hosted Retool +- A [Retool](https://retool.com) account (Cloud or self-hosted) + +## 1. Start LiteLLM Proxy + +Set up LiteLLM Proxy following the [Getting Started Guide](https://docs.litellm.ai/docs/proxy/docker_quick_start). Ensure your proxy is running on port 4000. + +## 2. Expose LiteLLM with a Public URL + + + +Retool Cloud runs on Retool's servers. You must expose your local LiteLLM proxy with a public URL. + +### Using ngrok + +- Install [ngrok](https://ngrok.com/download) +- In a separate terminal, run: + +```bash +ngrok http 4000 +``` +- Copy the generated HTTPS URL (e.g. `https://abc123.ngrok-free.app`). This is your **Base URL** for Retool. + + +### Alternative + +If you deploy LiteLLM to Railway, Render, Fly.io, or another cloud provider, use that public URL as your Base URL. See the [Deploy guide](https://docs.litellm.ai/docs/proxy/deploy) for details. + +## 3. Generate a Virtual Key + + + +Create a virtual key that Retool Assist will use to authenticate with LiteLLM. The key must have access to the models you want to use (e.g. `openai/*` for all OpenAI models). + +### Via LiteLLM UI + +- Navigate to [http://localhost:4000/ui](http://localhost:4000/ui) +- Go to **Virtual Keys** → **+ Create New Key** +- Select the models you need (or `openai/*` for all OpenAI models) +- Copy the key + +## 4. Add LiteLLM as a Custom Provider in Retool + +Inside your Retool dashboard, configure LiteLLM as a custom AI resource: + + + +1. Go to **Resources** + +2. Under the **AI** category, select **Custom Provider** + +3. Fill in the form: + - **Name:** `LiteLLM` + - **Description:** (optional) e.g. `LiteLLM Proxy - 100+ LLMs` + - **Provider Schema:** `OpenAI` + - **Base URL:** Your ngrok-generated URL (e.g. `https://abc123.ngrok-free.app`) or deployed proxy URL—do not add `/v1` unless Retool requires it + - **API Key:** Your LiteLLM virtual key from Step 3 +4. **Add model names** from your LiteLLM proxy (e.g. `openai/gpt-4o-mini`, `openai/gpt-5.2-2025-12-11`). +5. Click **Create Resource** + + + +## 5. Test the Connection + + + +- Open an app in Retool and enable **Assist** (if not already enabled in your organization) +- Use Assist to generate or edit app elements, it will route requests through LiteLLM +- Use the code option from the Sidebar to add a resource query, select the LiteLLM resource, and run it to test the setup. +- Check the LiteLLM **Logs** section to verify requests and track usage + + + +--- + +## Troubleshooting + +### 401 Unauthorized + +- Ensure the **API Key** in Retool matches your LiteLLM virtual key exactly +- Verify the key is not expired or blocked in LiteLLM + +### 401 "key not allowed to access model" + +Your virtual key is restricted to specific models. Generate a new key with `openai/*` or include the model you need (e.g. `openai/gpt-5.2-2025-12-11`) in the key's allowed models list. + +### 500 "api_key client option must be set" + +LiteLLM could not use your OpenAI API key to call the provider. Ensure `OPENAI_API_KEY` is set in your LiteLLM environment (e.g. in `.env` or `docker-compose.yml`) when using `openai/*` models. + +### localhost does not work + +Retool Cloud cannot reach `localhost` it points to Retool's servers. Use ngrok or deploy LiteLLM to a public URL. + +--- + +## Additional Resources + +- [Virtual Keys](https://docs.litellm.ai/docs/proxy/virtual_keys) – Create and manage API keys +- [Deploy LiteLLM](https://docs.litellm.ai/docs/proxy/deploy) – Production deployment options +- [Retool Assist Documentation](https://docs.retool.com/apps/guides/assist/) – Configure Assist and prompting guides diff --git a/docs/my-website/img/litellm_virtual_key.gif b/docs/my-website/img/litellm_virtual_key.gif new file mode 100644 index 00000000000..41daea9ddc1 Binary files /dev/null and b/docs/my-website/img/litellm_virtual_key.gif differ diff --git a/docs/my-website/img/ngrok_public_url.gif b/docs/my-website/img/ngrok_public_url.gif new file mode 100644 index 00000000000..b6c10792913 Binary files /dev/null and b/docs/my-website/img/ngrok_public_url.gif differ diff --git a/docs/my-website/img/retool_litellm_connection.gif b/docs/my-website/img/retool_litellm_connection.gif new file mode 100644 index 00000000000..13d2250f6eb Binary files /dev/null and b/docs/my-website/img/retool_litellm_connection.gif differ diff --git a/docs/my-website/img/retool_litellm_logs.gif b/docs/my-website/img/retool_litellm_logs.gif new file mode 100644 index 00000000000..20553839386 Binary files /dev/null and b/docs/my-website/img/retool_litellm_logs.gif differ diff --git a/docs/my-website/img/retool_llm_setup.gif b/docs/my-website/img/retool_llm_setup.gif new file mode 100644 index 00000000000..c9f46c49362 Binary files /dev/null and b/docs/my-website/img/retool_llm_setup.gif differ diff --git a/docs/my-website/img/retool_resource_setup.gif b/docs/my-website/img/retool_resource_setup.gif new file mode 100644 index 00000000000..e01f32654e1 Binary files /dev/null and b/docs/my-website/img/retool_resource_setup.gif differ diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js index 64c8fb291be..d032b8ca393 100644 --- a/docs/my-website/sidebars.js +++ b/docs/my-website/sidebars.js @@ -172,7 +172,8 @@ const sidebars = { "tutorials/litellm_gemini_cli", "tutorials/google_genai_sdk", "tutorials/litellm_qwen_code_cli", - "tutorials/openai_codex" + "tutorials/openai_codex", + "tutorials/retool_assist" ] }, { diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index b53e1e14d7d..16a9e52825e 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -2565,32 +2565,6 @@ "supports_parallel_function_calling": true, "supports_tool_choice": true }, - "azure/gpt-35-turbo-0301": { - "deprecation_date": "2025-02-13", - "input_cost_per_token": 2e-07, - "litellm_provider": "azure", - "max_input_tokens": 4097, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 2e-06, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "azure/gpt-35-turbo-0613": { - "deprecation_date": "2025-02-13", - "input_cost_per_token": 1.5e-06, - "litellm_provider": "azure", - "max_input_tokens": 4097, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 2e-06, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, "azure/gpt-35-turbo-1106": { "deprecation_date": "2025-03-31", "input_cost_per_token": 1e-06, @@ -8111,72 +8085,6 @@ "supports_reasoning": true, "supports_tool_choice": true }, - "chat-bison": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 8192, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison-32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison-32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison@001": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 8192, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison@002": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 8192, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, "chatdolphin": { "input_cost_per_token": 5e-07, "litellm_provider": "nlp_cloud", @@ -8214,60 +8122,6 @@ "/v1/audio/transcriptions" ] }, - "claude-3-5-haiku-20241022": { - "cache_creation_input_token_cost": 1e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 8e-08, - "deprecation_date": "2025-10-01", - "input_cost_per_token": 8e-07, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 4e-06, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 264 - }, - "claude-3-5-haiku-latest": { - "cache_creation_input_token_cost": 1.25e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 1e-07, - "deprecation_date": "2025-10-01", - "input_cost_per_token": 1e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 5e-06, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 264 - }, "claude-haiku-4-5-20251001": { "cache_creation_input_token_cost": 1.25e-06, "cache_creation_input_token_cost_above_1hr": 2e-06, @@ -8310,83 +8164,6 @@ "supports_tool_choice": true, "supports_vision": true }, - "claude-3-5-sonnet-20240620": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "tool_use_system_prompt_tokens": 159 - }, - "claude-3-5-sonnet-20241022": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-10-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 159 - }, - "claude-3-5-sonnet-latest": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 159 - }, "claude-3-7-sonnet-20250219": { "cache_creation_input_token_cost": 3.75e-06, "cache_creation_input_token_cost_above_1hr": 6e-06, @@ -8416,34 +8193,6 @@ "supports_web_search": true, "tool_use_system_prompt_tokens": 159 }, - "claude-3-7-sonnet-latest": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 64000, - "max_tokens": 64000, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_reasoning": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "tool_use_system_prompt_tokens": 159 - }, "claude-3-haiku-20240307": { "cache_creation_input_token_cost": 3e-07, "cache_creation_input_token_cost_above_1hr": 6e-06, @@ -8483,26 +8232,6 @@ "supports_vision": true, "tool_use_system_prompt_tokens": 395 }, - "claude-3-opus-latest": { - "cache_creation_input_token_cost": 1.875e-05, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 1.5e-06, - "deprecation_date": "2025-03-01", - "input_cost_per_token": 1.5e-05, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 7.5e-05, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "tool_use_system_prompt_tokens": 395 - }, "claude-4-opus-20250514": { "cache_creation_input_token_cost": 1.875e-05, "cache_read_input_token_cost": 1.5e-06, @@ -8951,185 +8680,6 @@ "mode": "chat", "output_cost_per_token": 1.923e-06 }, - "code-bison": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "code-bison-32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-bison32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-bison@001": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-bison@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko-latest": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko@001": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko@002": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "codechat-bison": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison-32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison-32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison@001": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison@latest": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, "codestral/codestral-2405": { "input_cost_per_token": 0.0, "litellm_provider": "codestral", @@ -13644,475 +13194,6 @@ "supports_response_schema": true, "supports_tool_choice": true }, - "gemini-1.0-pro": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing#google_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-001": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-002": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-vision": { - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "litellm_provider": "vertex_ai-vision-models", - "max_images_per_prompt": 16, - "max_input_tokens": 16384, - "max_output_tokens": 2048, - "max_tokens": 2048, - "max_video_length": 2, - "max_videos_per_prompt": 1, - "mode": "chat", - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.0-pro-vision-001": { - "deprecation_date": "2025-04-09", - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "litellm_provider": "vertex_ai-vision-models", - "max_images_per_prompt": 16, - "max_input_tokens": 16384, - "max_output_tokens": 2048, - "max_tokens": 2048, - "max_video_length": 2, - "max_videos_per_prompt": 1, - "mode": "chat", - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.0-ultra": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 2048, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-ultra-001": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 2048, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.5-flash": { - "deprecation_date": "2025-09-29", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-001": { - "deprecation_date": "2025-05-24", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-002": { - "deprecation_date": "2025-09-24", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1048576, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-1.5-flash", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-exp-0827": { - "deprecation_date": "2025-09-29", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 4.688e-09, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 1.875e-08, - "output_cost_per_character_above_128k_tokens": 3.75e-08, - "output_cost_per_token": 4.6875e-09, - "output_cost_per_token_above_128k_tokens": 9.375e-09, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-preview-0514": { - "deprecation_date": "2025-09-29", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - 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"supports_tool_choice": true - }, "gpt-4o-audio-preview-2024-12-17": { "input_cost_per_audio_token": 4e-05, "input_cost_per_token": 2.5e-06, @@ -20398,25 +17603,6 @@ "supports_system_messages": true, "supports_tool_choice": true }, - "gpt-4o-realtime-preview-2024-10-01": { - "cache_creation_input_audio_token_cost": 2e-05, - "cache_read_input_token_cost": 2.5e-06, - "input_cost_per_audio_token": 0.0001, - "input_cost_per_token": 5e-06, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_audio_token": 0.0002, - "output_cost_per_token": 2e-05, - "supports_audio_input": true, - "supports_audio_output": true, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_system_messages": true, - "supports_tool_choice": true - }, "gpt-4o-realtime-preview-2024-12-17": { "cache_read_input_token_cost": 2.5e-06, "input_cost_per_audio_token": 4e-05, @@ -25620,62 +22806,6 @@ "supports_tool_choice": true, "supports_vision": true }, - 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"output_cost_per_token": 6e-05, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_reasoning": true, - "supports_vision": true - }, - "o1-preview-2024-09-12": { - "cache_read_input_token_cost": 7.5e-06, - "input_cost_per_token": 1.5e-05, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 32768, - "max_tokens": 32768, - "mode": "chat", - "output_cost_per_token": 6e-05, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_reasoning": true, - "supports_vision": true - }, "o1-pro": { "input_cost_per_token": 0.00015, "input_cost_per_token_batches": 7.5e-05, @@ -26542,15 +23672,6 @@ "mode": "moderation", "output_cost_per_token": 0.0 }, - "omni-moderation-latest-intents": { - "input_cost_per_token": 0.0, - "litellm_provider": "openai", - "max_input_tokens": 32768, - "max_output_tokens": 0, - "max_tokens": 0, - "mode": "moderation", - "output_cost_per_token": 0.0 - }, "openai.gpt-oss-120b-1:0": { "input_cost_per_token": 1.5e-07, "litellm_provider": "bedrock_converse", @@ -28300,56 +25421,6 @@ "mode": "chat", "output_cost_per_token": 2e-07 }, - "perplexity/llama-3.1-sonar-huge-128k-online": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 5e-06, - "litellm_provider": "perplexity", - "max_input_tokens": 127072, - "max_output_tokens": 127072, - "max_tokens": 127072, - "mode": "chat", - "output_cost_per_token": 5e-06 - }, - "perplexity/llama-3.1-sonar-large-128k-chat": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 1e-06, - "litellm_provider": "perplexity", - "max_input_tokens": 131072, - "max_output_tokens": 131072, - "max_tokens": 131072, - "mode": "chat", - "output_cost_per_token": 1e-06 - }, - "perplexity/llama-3.1-sonar-large-128k-online": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 1e-06, - "litellm_provider": "perplexity", - "max_input_tokens": 127072, - "max_output_tokens": 127072, - "max_tokens": 127072, - "mode": "chat", - "output_cost_per_token": 1e-06 - }, - "perplexity/llama-3.1-sonar-small-128k-chat": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 2e-07, - "litellm_provider": "perplexity", - "max_input_tokens": 131072, - "max_output_tokens": 131072, - "max_tokens": 131072, - "mode": "chat", - "output_cost_per_token": 2e-07 - }, - "perplexity/llama-3.1-sonar-small-128k-online": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 2e-07, - "litellm_provider": "perplexity", - "max_input_tokens": 127072, - "max_output_tokens": 127072, - "max_tokens": 127072, - "mode": "chat", - "output_cost_per_token": 2e-07 - }, "perplexity/mistral-7b-instruct": { "input_cost_per_token": 7e-08, "litellm_provider": "perplexity", @@ -30132,60 +27203,6 @@ "litellm_provider": "tavily", "mode": "search" }, - "text-bison": { - "input_cost_per_character": 2.5e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 2048, - "mode": "completion", - "output_cost_per_character": 5e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison@001": { - "input_cost_per_character": 2.5e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison@002": { - "input_cost_per_character": 2.5e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, "text-completion-codestral/codestral-2405": { "input_cost_per_token": 0.0, "litellm_provider": "text-completion-codestral", @@ -30330,16 +27347,6 @@ "output_vector_size": 768, "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models" }, - "text-multilingual-embedding-preview-0409": { - "input_cost_per_token": 6.25e-09, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, "text-unicorn": { "input_cost_per_token": 1e-05, "litellm_provider": "vertex_ai-text-models", @@ -30360,61 +27367,6 @@ "output_cost_per_token": 2.8e-05, "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" }, - "textembedding-gecko": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko-multilingual": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko-multilingual@001": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko@001": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko@003": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, "together-ai-21.1b-41b": { "input_cost_per_token": 8e-07, "litellm_provider": "together_ai", @@ -32816,36 +29768,6 @@ "supports_tool_choice": true, "supports_vision": true }, - "vertex_ai/claude-3-5-sonnet-v2": { - "input_cost_per_token": 3e-06, - "litellm_provider": "vertex_ai-anthropic_models", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "vertex_ai/claude-3-5-sonnet-v2@20241022": { - "input_cost_per_token": 3e-06, - "litellm_provider": "vertex_ai-anthropic_models", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_tool_choice": true, - "supports_vision": true - }, "vertex_ai/claude-3-5-sonnet@20240620": { "input_cost_per_token": 3e-06, "litellm_provider": "vertex_ai-anthropic_models", @@ -32863,7 +29785,7 @@ "vertex_ai/claude-3-7-sonnet@20250219": { "cache_creation_input_token_cost": 3.75e-06, "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", + "deprecation_date": "2026-05-11", "input_cost_per_token": 3e-06, "litellm_provider": "vertex_ai-anthropic_models", "max_input_tokens": 200000, @@ -34144,36 +31066,6 @@ "video" ] }, - "vertex_ai/veo-3.0-fast-generate-preview": { - "deprecation_date": "2025-11-12", - "litellm_provider": "vertex_ai-video-models", - "max_input_tokens": 1024, - "max_tokens": 1024, - "mode": "video_generation", - "output_cost_per_second": 0.15, - "source": "https://ai.google.dev/gemini-api/docs/video", - "supported_modalities": [ - "text" - ], - "supported_output_modalities": [ - "video" - ] - }, - "vertex_ai/veo-3.0-generate-preview": { - "deprecation_date": "2025-11-12", - "litellm_provider": "vertex_ai-video-models", - "max_input_tokens": 1024, - "max_tokens": 1024, - "mode": "video_generation", - "output_cost_per_second": 0.4, - "source": "https://ai.google.dev/gemini-api/docs/video", - "supported_modalities": [ - "text" - ], - "supported_output_modalities": [ - "video" - ] - }, "vertex_ai/veo-3.0-fast-generate-001": { "litellm_provider": "vertex_ai-video-models", "max_input_tokens": 1024, diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 83729a16eba..e4e96b02a8a 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -2565,32 +2565,6 @@ "supports_parallel_function_calling": true, "supports_tool_choice": true }, - "azure/gpt-35-turbo-0301": { - "deprecation_date": "2025-02-13", - "input_cost_per_token": 2e-07, - "litellm_provider": "azure", - "max_input_tokens": 4097, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 2e-06, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "azure/gpt-35-turbo-0613": { - "deprecation_date": "2025-02-13", - "input_cost_per_token": 1.5e-06, - "litellm_provider": "azure", - "max_input_tokens": 4097, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 2e-06, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, "azure/gpt-35-turbo-1106": { "deprecation_date": "2025-03-31", "input_cost_per_token": 1e-06, @@ -8185,72 +8159,6 @@ "supports_reasoning": true, "supports_tool_choice": true }, - "chat-bison": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 8192, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison-32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison-32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison@001": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 8192, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "chat-bison@002": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-chat-models", - "max_input_tokens": 8192, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, "chatdolphin": { "input_cost_per_token": 5e-07, "litellm_provider": "nlp_cloud", @@ -8288,60 +8196,6 @@ "/v1/audio/transcriptions" ] }, - "claude-3-5-haiku-20241022": { - "cache_creation_input_token_cost": 1e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 8e-08, - "deprecation_date": "2025-10-01", - "input_cost_per_token": 8e-07, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 4e-06, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 264 - }, - "claude-3-5-haiku-latest": { - "cache_creation_input_token_cost": 1.25e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 1e-07, - "deprecation_date": "2025-10-01", - "input_cost_per_token": 1e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 5e-06, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 264 - }, "claude-haiku-4-5-20251001": { "cache_creation_input_token_cost": 1.25e-06, "cache_creation_input_token_cost_above_1hr": 2e-06, @@ -8384,83 +8238,6 @@ "supports_tool_choice": true, "supports_vision": true }, - "claude-3-5-sonnet-20240620": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "tool_use_system_prompt_tokens": 159 - }, - "claude-3-5-sonnet-20241022": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-10-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 159 - }, - "claude-3-5-sonnet-latest": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "supports_web_search": true, - "tool_use_system_prompt_tokens": 159 - }, "claude-3-7-sonnet-20250219": { "cache_creation_input_token_cost": 3.75e-06, "cache_creation_input_token_cost_above_1hr": 6e-06, @@ -8490,34 +8267,6 @@ "supports_web_search": true, "tool_use_system_prompt_tokens": 159 }, - "claude-3-7-sonnet-latest": { - "cache_creation_input_token_cost": 3.75e-06, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", - "input_cost_per_token": 3e-06, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 64000, - "max_tokens": 64000, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "search_context_cost_per_query": { - "search_context_size_high": 0.01, - "search_context_size_low": 0.01, - "search_context_size_medium": 0.01 - }, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_reasoning": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "tool_use_system_prompt_tokens": 159 - }, "claude-3-haiku-20240307": { "cache_creation_input_token_cost": 3e-07, "cache_creation_input_token_cost_above_1hr": 6e-06, @@ -8557,26 +8306,6 @@ "supports_vision": true, "tool_use_system_prompt_tokens": 395 }, - "claude-3-opus-latest": { - "cache_creation_input_token_cost": 1.875e-05, - "cache_creation_input_token_cost_above_1hr": 6e-06, - "cache_read_input_token_cost": 1.5e-06, - "deprecation_date": "2025-03-01", - "input_cost_per_token": 1.5e-05, - "litellm_provider": "anthropic", - "max_input_tokens": 200000, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_token": 7.5e-05, - "supports_assistant_prefill": true, - "supports_function_calling": true, - "supports_prompt_caching": true, - "supports_response_schema": true, - "supports_tool_choice": true, - "supports_vision": true, - "tool_use_system_prompt_tokens": 395 - }, "claude-4-opus-20250514": { "cache_creation_input_token_cost": 1.875e-05, "cache_read_input_token_cost": 1.5e-06, @@ -9025,185 +8754,6 @@ "mode": "chat", "output_cost_per_token": 1.923e-06 }, - "code-bison": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "code-bison-32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-bison32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-bison@001": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-bison@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko-latest": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko@001": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "code-gecko@002": { - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-text-models", - "max_input_tokens": 2048, - "max_output_tokens": 64, - "max_tokens": 64, - "mode": "completion", - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "codechat-bison": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison-32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison-32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 32000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison@001": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, - "codechat-bison@latest": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-code-chat-models", - "max_input_tokens": 6144, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "chat", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_tool_choice": true - }, "codestral/codestral-2405": { "input_cost_per_token": 0.0, "litellm_provider": "codestral", @@ -13718,475 +13268,6 @@ "supports_response_schema": true, "supports_tool_choice": true }, - "gemini-1.0-pro": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing#google_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-001": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-002": { - "deprecation_date": "2025-04-09", - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 32760, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-pro-vision": { - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "litellm_provider": "vertex_ai-vision-models", - "max_images_per_prompt": 16, - "max_input_tokens": 16384, - "max_output_tokens": 2048, - "max_tokens": 2048, - "max_video_length": 2, - "max_videos_per_prompt": 1, - "mode": "chat", - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.0-pro-vision-001": { - "deprecation_date": "2025-04-09", - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "litellm_provider": "vertex_ai-vision-models", - "max_images_per_prompt": 16, - "max_input_tokens": 16384, - "max_output_tokens": 2048, - "max_tokens": 2048, - "max_video_length": 2, - "max_videos_per_prompt": 1, - "mode": "chat", - "output_cost_per_token": 1.5e-06, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.0-ultra": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 2048, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.0-ultra-001": { - "input_cost_per_character": 1.25e-07, - "input_cost_per_image": 0.0025, - "input_cost_per_token": 5e-07, - "input_cost_per_video_per_second": 0.002, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 2048, - "mode": "chat", - "output_cost_per_character": 3.75e-07, - "output_cost_per_token": 1.5e-06, - "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_tool_choice": true - }, - "gemini-1.5-flash": { - "deprecation_date": "2025-09-29", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-001": { - "deprecation_date": "2025-05-24", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-002": { - "deprecation_date": "2025-09-24", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1048576, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 7.5e-08, - "output_cost_per_character_above_128k_tokens": 1.5e-07, - "output_cost_per_token": 3e-07, - "output_cost_per_token_above_128k_tokens": 6e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-1.5-flash", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-exp-0827": { - "deprecation_date": "2025-09-29", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 4.688e-09, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 1.875e-08, - "output_cost_per_character_above_128k_tokens": 3.75e-08, - "output_cost_per_token": 4.6875e-09, - "output_cost_per_token_above_128k_tokens": 9.375e-09, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_response_schema": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-flash-preview-0514": { - "deprecation_date": "2025-09-29", - "input_cost_per_audio_per_second": 2e-06, - "input_cost_per_audio_per_second_above_128k_tokens": 4e-06, - "input_cost_per_character": 1.875e-08, - "input_cost_per_character_above_128k_tokens": 2.5e-07, - "input_cost_per_image": 2e-05, - "input_cost_per_image_above_128k_tokens": 4e-05, - "input_cost_per_token": 7.5e-08, - "input_cost_per_token_above_128k_tokens": 1e-06, - "input_cost_per_video_per_second": 2e-05, - "input_cost_per_video_per_second_above_128k_tokens": 4e-05, - "litellm_provider": "vertex_ai-language-models", - "max_audio_length_hours": 8.4, - "max_audio_per_prompt": 1, - "max_images_per_prompt": 3000, - "max_input_tokens": 1000000, - "max_output_tokens": 8192, - "max_pdf_size_mb": 30, - "max_tokens": 8192, - "max_video_length": 1, - "max_videos_per_prompt": 10, - "mode": "chat", - "output_cost_per_character": 1.875e-08, - "output_cost_per_character_above_128k_tokens": 3.75e-08, - "output_cost_per_token": 4.6875e-09, - "output_cost_per_token_above_128k_tokens": 9.375e-09, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_system_messages": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "gemini-1.5-pro": { - "deprecation_date": "2025-09-29", - "input_cost_per_audio_per_second": 3.125e-05, - "input_cost_per_audio_per_second_above_128k_tokens": 6.25e-05, - "input_cost_per_character": 3.125e-07, - "input_cost_per_character_above_128k_tokens": 6.25e-07, - "input_cost_per_image": 0.00032875, - "input_cost_per_image_above_128k_tokens": 0.0006575, - "input_cost_per_token": 1.25e-06, - "input_cost_per_token_above_128k_tokens": 2.5e-06, - "input_cost_per_video_per_second": 0.00032875, - "input_cost_per_video_per_second_above_128k_tokens": 0.0006575, - "litellm_provider": "vertex_ai-language-models", - "max_input_tokens": 2097152, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_character": 1.25e-06, - "output_cost_per_character_above_128k_tokens": 2.5e-06, - "output_cost_per_token": 5e-06, - "output_cost_per_token_above_128k_tokens": 1e-05, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models", - "supports_function_calling": true, - "supports_parallel_function_calling": true, - 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"supports_tool_choice": true - }, "gpt-4o-audio-preview-2024-12-17": { "input_cost_per_audio_token": 4e-05, "input_cost_per_token": 2.5e-06, @@ -20472,25 +17677,6 @@ "supports_system_messages": true, "supports_tool_choice": true }, - "gpt-4o-realtime-preview-2024-10-01": { - "cache_creation_input_audio_token_cost": 2e-05, - "cache_read_input_token_cost": 2.5e-06, - "input_cost_per_audio_token": 0.0001, - "input_cost_per_token": 5e-06, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 4096, - "max_tokens": 4096, - "mode": "chat", - "output_cost_per_audio_token": 0.0002, - "output_cost_per_token": 2e-05, - "supports_audio_input": true, - "supports_audio_output": true, - "supports_function_calling": true, - "supports_parallel_function_calling": true, - "supports_system_messages": true, - "supports_tool_choice": true - }, "gpt-4o-realtime-preview-2024-12-17": { "cache_read_input_token_cost": 2.5e-06, "input_cost_per_audio_token": 4e-05, @@ -25694,62 +22880,6 @@ "supports_tool_choice": true, "supports_vision": true }, - "o1-mini": { - "cache_read_input_token_cost": 5.5e-07, - "input_cost_per_token": 1.1e-06, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 65536, - "max_tokens": 65536, - "mode": "chat", - "output_cost_per_token": 4.4e-06, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_vision": true - }, - "o1-mini-2024-09-12": { - "deprecation_date": "2025-10-27", - "cache_read_input_token_cost": 1.5e-06, - "input_cost_per_token": 3e-06, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 65536, - "max_tokens": 65536, - "mode": "chat", - "output_cost_per_token": 1.2e-05, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_reasoning": true, - "supports_vision": true - }, - "o1-preview": { - "cache_read_input_token_cost": 7.5e-06, - "input_cost_per_token": 1.5e-05, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 32768, - "max_tokens": 32768, - "mode": "chat", - "output_cost_per_token": 6e-05, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_reasoning": true, - "supports_vision": true - }, - "o1-preview-2024-09-12": { - "cache_read_input_token_cost": 7.5e-06, - "input_cost_per_token": 1.5e-05, - "litellm_provider": "openai", - "max_input_tokens": 128000, - "max_output_tokens": 32768, - "max_tokens": 32768, - "mode": "chat", - "output_cost_per_token": 6e-05, - "supports_pdf_input": true, - "supports_prompt_caching": true, - "supports_reasoning": true, - "supports_vision": true - }, "o1-pro": { "input_cost_per_token": 0.00015, "input_cost_per_token_batches": 7.5e-05, @@ -26616,15 +23746,6 @@ "mode": "moderation", "output_cost_per_token": 0.0 }, - "omni-moderation-latest-intents": { - "input_cost_per_token": 0.0, - "litellm_provider": "openai", - "max_input_tokens": 32768, - "max_output_tokens": 0, - "max_tokens": 0, - "mode": "moderation", - "output_cost_per_token": 0.0 - }, "openai.gpt-oss-120b-1:0": { "input_cost_per_token": 1.5e-07, "litellm_provider": "bedrock_converse", @@ -28374,56 +25495,6 @@ "mode": "chat", "output_cost_per_token": 2e-07 }, - "perplexity/llama-3.1-sonar-huge-128k-online": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 5e-06, - "litellm_provider": "perplexity", - "max_input_tokens": 127072, - "max_output_tokens": 127072, - "max_tokens": 127072, - "mode": "chat", - "output_cost_per_token": 5e-06 - }, - "perplexity/llama-3.1-sonar-large-128k-chat": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 1e-06, - "litellm_provider": "perplexity", - "max_input_tokens": 131072, - "max_output_tokens": 131072, - "max_tokens": 131072, - "mode": "chat", - "output_cost_per_token": 1e-06 - }, - "perplexity/llama-3.1-sonar-large-128k-online": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 1e-06, - "litellm_provider": "perplexity", - "max_input_tokens": 127072, - "max_output_tokens": 127072, - "max_tokens": 127072, - "mode": "chat", - "output_cost_per_token": 1e-06 - }, - "perplexity/llama-3.1-sonar-small-128k-chat": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 2e-07, - "litellm_provider": "perplexity", - "max_input_tokens": 131072, - "max_output_tokens": 131072, - "max_tokens": 131072, - "mode": "chat", - "output_cost_per_token": 2e-07 - }, - "perplexity/llama-3.1-sonar-small-128k-online": { - "deprecation_date": "2025-02-22", - "input_cost_per_token": 2e-07, - "litellm_provider": "perplexity", - "max_input_tokens": 127072, - "max_output_tokens": 127072, - "max_tokens": 127072, - "mode": "chat", - "output_cost_per_token": 2e-07 - }, "perplexity/mistral-7b-instruct": { "input_cost_per_token": 7e-08, "litellm_provider": "perplexity", @@ -30206,60 +27277,6 @@ "litellm_provider": "tavily", "mode": "search" }, - "text-bison": { - "input_cost_per_character": 2.5e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 2048, - "max_tokens": 2048, - "mode": "completion", - "output_cost_per_character": 5e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison32k": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison32k@002": { - "input_cost_per_character": 2.5e-07, - "input_cost_per_token": 1.25e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "output_cost_per_token": 1.25e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison@001": { - "input_cost_per_character": 2.5e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "text-bison@002": { - "input_cost_per_character": 2.5e-07, - "litellm_provider": "vertex_ai-text-models", - "max_input_tokens": 8192, - "max_output_tokens": 1024, - "max_tokens": 1024, - "mode": "completion", - "output_cost_per_character": 5e-07, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, "text-completion-codestral/codestral-2405": { "input_cost_per_token": 0.0, "litellm_provider": "text-completion-codestral", @@ -30404,16 +27421,6 @@ "output_vector_size": 768, "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models" }, - "text-multilingual-embedding-preview-0409": { - "input_cost_per_token": 6.25e-09, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, "text-unicorn": { "input_cost_per_token": 1e-05, "litellm_provider": "vertex_ai-text-models", @@ -30434,61 +27441,6 @@ "output_cost_per_token": 2.8e-05, "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" }, - "textembedding-gecko": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko-multilingual": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko-multilingual@001": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko@001": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, - "textembedding-gecko@003": { - "input_cost_per_character": 2.5e-08, - "input_cost_per_token": 1e-07, - "litellm_provider": "vertex_ai-embedding-models", - "max_input_tokens": 3072, - "max_tokens": 3072, - "mode": "embedding", - "output_cost_per_token": 0, - "output_vector_size": 768, - "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models" - }, "together-ai-21.1b-41b": { "input_cost_per_token": 8e-07, "litellm_provider": "together_ai", @@ -32890,36 +29842,6 @@ "supports_tool_choice": true, "supports_vision": true }, - "vertex_ai/claude-3-5-sonnet-v2": { - "input_cost_per_token": 3e-06, - "litellm_provider": "vertex_ai-anthropic_models", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_tool_choice": true, - "supports_vision": true - }, - "vertex_ai/claude-3-5-sonnet-v2@20241022": { - "input_cost_per_token": 3e-06, - "litellm_provider": "vertex_ai-anthropic_models", - "max_input_tokens": 200000, - "max_output_tokens": 8192, - "max_tokens": 8192, - "mode": "chat", - "output_cost_per_token": 1.5e-05, - "supports_assistant_prefill": true, - "supports_computer_use": true, - "supports_function_calling": true, - "supports_pdf_input": true, - "supports_tool_choice": true, - "supports_vision": true - }, "vertex_ai/claude-3-5-sonnet@20240620": { "input_cost_per_token": 3e-06, "litellm_provider": "vertex_ai-anthropic_models", @@ -32937,7 +29859,7 @@ "vertex_ai/claude-3-7-sonnet@20250219": { "cache_creation_input_token_cost": 3.75e-06, "cache_read_input_token_cost": 3e-07, - "deprecation_date": "2025-06-01", + "deprecation_date": "2026-05-11", "input_cost_per_token": 3e-06, "litellm_provider": "vertex_ai-anthropic_models", "max_input_tokens": 200000, @@ -34218,36 +31140,6 @@ "video" ] }, - "vertex_ai/veo-3.0-fast-generate-preview": { - "deprecation_date": "2025-11-12", - "litellm_provider": "vertex_ai-video-models", - "max_input_tokens": 1024, - "max_tokens": 1024, - "mode": "video_generation", - "output_cost_per_second": 0.15, - "source": "https://ai.google.dev/gemini-api/docs/video", - "supported_modalities": [ - "text" - ], - "supported_output_modalities": [ - "video" - ] - }, - "vertex_ai/veo-3.0-generate-preview": { - "deprecation_date": "2025-11-12", - "litellm_provider": "vertex_ai-video-models", - "max_input_tokens": 1024, - "max_tokens": 1024, - "mode": "video_generation", - "output_cost_per_second": 0.4, - "source": "https://ai.google.dev/gemini-api/docs/video", - "supported_modalities": [ - "text" - ], - "supported_output_modalities": [ - "video" - ] - }, "vertex_ai/veo-3.0-fast-generate-001": { "litellm_provider": "vertex_ai-video-models", "max_input_tokens": 1024, diff --git a/tests/mcp_tests/test_mcp_server.py b/tests/mcp_tests/test_mcp_server.py index 128ca517ba5..5a0a42d6f77 100644 --- a/tests/mcp_tests/test_mcp_server.py +++ b/tests/mcp_tests/test_mcp_server.py @@ -1456,6 +1456,7 @@ async def test_add_update_server_with_alias(): mock_mcp_server.authorization_url = None mock_mcp_server.registration_url = None mock_mcp_server.token_url = None + mock_mcp_server.oauth2_flow = None # Additional fields used by build_mcp_server_from_table mock_mcp_server.extra_headers = None mock_mcp_server.allow_all_keys = False @@ -1511,6 +1512,7 @@ async def test_add_update_server_without_alias(): mock_mcp_server.authorization_url = None mock_mcp_server.registration_url = None mock_mcp_server.token_url = None + mock_mcp_server.oauth2_flow = None # Additional fields used by build_mcp_server_from_table mock_mcp_server.extra_headers = None mock_mcp_server.allow_all_keys = False @@ -1566,6 +1568,7 @@ async def test_add_update_server_fallback_to_server_id(): mock_mcp_server.authorization_url = None mock_mcp_server.registration_url = None mock_mcp_server.token_url = None + mock_mcp_server.oauth2_flow = None # Additional fields used by build_mcp_server_from_table - set explicitly # to avoid MagicMock objects being passed to Pydantic MCPServer constructor mock_mcp_server.extra_headers = None diff --git a/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py b/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py index 91e8da886d3..00c751c6fd0 100644 --- a/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py +++ b/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py @@ -354,7 +354,7 @@ def test_generic_cost_per_token_anthropic_prompt_caching(): def test_generic_cost_per_token_anthropic_prompt_caching_with_cache_creation(): - model = "claude-3-5-haiku-20241022" + model = "claude-haiku-4-5-20251001" usage = Usage( completion_tokens=90, prompt_tokens=28436, @@ -379,7 +379,7 @@ def test_generic_cost_per_token_anthropic_prompt_caching_with_cache_creation(): ) print(f"prompt_cost: {prompt_cost}") - assert round(prompt_cost, 3) == 0.023 + assert round(prompt_cost, 3) == 0.029 def test_string_cost_values(): diff --git a/tests/test_litellm/llms/bedrock/chat/agentcore/test_agentcore_transformation.py b/tests/test_litellm/llms/bedrock/chat/agentcore/test_agentcore_transformation.py index acb55a97399..3dede83032a 100644 --- a/tests/test_litellm/llms/bedrock/chat/agentcore/test_agentcore_transformation.py +++ b/tests/test_litellm/llms/bedrock/chat/agentcore/test_agentcore_transformation.py @@ -219,6 +219,7 @@ class TestAgentCoreStreamingJsonFallback: messages=[{"role": "user", "content": "test"}], stream=True, client=client, + api_key="test-jwt-token", ) # Collect content across all chunks @@ -257,6 +258,7 @@ class TestAgentCoreStreamingJsonFallback: messages=[{"role": "user", "content": "test"}], stream=True, client=client, + api_key="test-jwt-token", ) # Collect content across all chunks @@ -289,6 +291,7 @@ class TestAgentCoreStreamingJsonFallback: messages=[{"role": "user", "content": "test"}], stream=True, client=client, + api_key="test-jwt-token", ) async def test_async_streaming_malformed_json_raises_error(self): @@ -316,4 +319,5 @@ class TestAgentCoreStreamingJsonFallback: messages=[{"role": "user", "content": "test"}], stream=True, client=client, + api_key="test-jwt-token", ) diff --git a/tests/test_litellm/test_utils.py b/tests/test_litellm/test_utils.py index 55d5be12f6f..44b7ffb30d8 100644 --- a/tests/test_litellm/test_utils.py +++ b/tests/test_litellm/test_utils.py @@ -444,9 +444,6 @@ def test_anthropic_web_search_in_model_info(): supported_models = [ "anthropic/claude-4-sonnet-20250514", "anthropic/claude-sonnet-4-5-20250929", - "anthropic/claude-3-5-sonnet-20241022", - "anthropic/claude-3-5-haiku-20241022", - "anthropic/claude-3-5-haiku-latest", ] for model in supported_models: from litellm.utils import get_model_info diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/mcpServers/useMCPServers.test.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/mcpServers/useMCPServers.test.ts index 3681ffc7475..ee03a0ab7c3 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/mcpServers/useMCPServers.test.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/mcpServers/useMCPServers.test.ts @@ -74,7 +74,7 @@ describe("useMCPServers", () => { expect(result.current.isSuccess).toBe(true); }); - expect(networking.fetchMCPServers).toHaveBeenCalledWith(mockAccessToken); + expect(networking.fetchMCPServers).toHaveBeenCalledWith(mockAccessToken, undefined); expect(result.current.data).toEqual(mockServers); }); diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AllModelsTab.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AllModelsTab.test.tsx index b7d4db26189..32ab83ea754 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AllModelsTab.test.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AllModelsTab.test.tsx @@ -20,11 +20,15 @@ vi.mock("@/components/molecules/notifications_manager", () => ({ // Mock react-query const mockInvalidateQueries = vi.fn(); -vi.mock("@tanstack/react-query", () => ({ - useQueryClient: () => ({ - invalidateQueries: mockInvalidateQueries, - }), -})); +vi.mock("@tanstack/react-query", async (importOriginal) => { + const actual = await importOriginal() as any; + return { + ...actual, + useQueryClient: () => ({ + invalidateQueries: mockInvalidateQueries, + }), + }; +}); // Mock the useModelsInfo hook const mockUseModelsInfo = vi.fn(() => ({ @@ -553,7 +557,7 @@ describe("AllModelsTab", () => { mockUseModelsInfo.mockReturnValue({ data: modelData, isLoading: false, error: null, refetch: vi.fn() }); - render(); + renderWithProviders(); await waitFor(() => { expect(screen.getByText("gpt-4-delete-test")).toBeInTheDocument(); @@ -597,7 +601,7 @@ describe("AllModelsTab", () => { mockUseModelsInfo.mockReturnValue({ data: modelData, isLoading: false, error: null, refetch: vi.fn() }); - render(); + renderWithProviders(); await waitFor(() => { expect(screen.getByText("gpt-4-clickable")).toBeInTheDocument(); diff --git a/ui/litellm-dashboard/src/components/mcp_server_management/MCPToolPermissions.test.tsx b/ui/litellm-dashboard/src/components/mcp_server_management/MCPToolPermissions.test.tsx index 07b19cc5552..5b8611f4e99 100644 --- a/ui/litellm-dashboard/src/components/mcp_server_management/MCPToolPermissions.test.tsx +++ b/ui/litellm-dashboard/src/components/mcp_server_management/MCPToolPermissions.test.tsx @@ -72,7 +72,7 @@ describe("MCPToolPermissions", () => { // Verify API calls // Note: useMCPServers uses useAuthorized() internally, which returns "123" from global mock - expect(networking.fetchMCPServers).toHaveBeenCalledWith("123"); + expect(networking.fetchMCPServers).toHaveBeenCalledWith("123", undefined); // listMCPTools uses the accessToken prop directly expect(networking.listMCPTools).toHaveBeenCalledWith(mockAccessToken, mockServerId); }); diff --git a/ui/litellm-dashboard/src/components/mcp_tools/create_mcp_server.test.tsx b/ui/litellm-dashboard/src/components/mcp_tools/create_mcp_server.test.tsx index 28c3b75c3a3..d49c49446bb 100644 --- a/ui/litellm-dashboard/src/components/mcp_tools/create_mcp_server.test.tsx +++ b/ui/litellm-dashboard/src/components/mcp_tools/create_mcp_server.test.tsx @@ -53,8 +53,24 @@ const getServerNameInput = () => document.getElementById("server_name") as HTMLI /** Helper: select a dropdown option by opening a select near a label and clicking an option */ async function selectAntOption(labelText: string, optionText: string) { const label = screen.getByText(labelText); - const formItem = label.closest(".ant-form-item")!; - const select = formItem.querySelector(".ant-select"); + // First try to find a .ant-form-item ancestor (standard form fields) + let select: Element | null = null; + const formItem = label.closest(".ant-form-item"); + if (formItem) { + select = formItem.querySelector(".ant-select"); + } + // If not found, try .ant-collapse-content ancestor (auth type is inside a Collapse panel) + if (!select) { + const collapseContent = label.closest(".ant-collapse-item"); + if (collapseContent) { + select = collapseContent.querySelector(".ant-select"); + } + } + // Fallback: look for a sibling or nearby select + if (!select) { + const parent = label.closest("div"); + select = parent?.querySelector(".ant-select") ?? null; + } act(() => { fireEvent.mouseDown(select!.querySelector(".ant-select-selector")!); }); diff --git a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx index 0ca3d698956..4d67456b78a 100644 --- a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx +++ b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx @@ -126,7 +126,7 @@ describe("MCPServers", () => { // Verify the API was called // Note: useMCPServers uses useAuthorized() internally, which returns "123" from global mock - expect(networking.fetchMCPServers).toHaveBeenCalledWith("123"); + expect(networking.fetchMCPServers).toHaveBeenCalledWith("123", undefined); }); it("should fetch and merge health status for servers", async () => { diff --git a/ui/litellm-dashboard/src/components/molecules/models/columns.test.tsx b/ui/litellm-dashboard/src/components/molecules/models/columns.test.tsx index 0a8dacbadd2..b20c85ecb32 100644 --- a/ui/litellm-dashboard/src/components/molecules/models/columns.test.tsx +++ b/ui/litellm-dashboard/src/components/molecules/models/columns.test.tsx @@ -612,18 +612,19 @@ describe("columns", () => { it("should allow Admin to delete DB models", async () => { const user = userEvent.setup(); - const setSelectedModelId = vi.fn(); + const onDeleteClick = vi.fn(); const cols = columns( "Admin", "admin-user", defaultProps.premiumUser, - setSelectedModelId, + defaultProps.setSelectedModelId, defaultProps.setSelectedTeamId, defaultProps.getDisplayModelName, defaultProps.handleEditClick, defaultProps.handleRefreshClick, defaultProps.expandedRows, defaultProps.setExpandedRows, + onDeleteClick, ); const model = createMockModel({ @@ -639,23 +640,24 @@ describe("columns", () => { expect(deleteButton).toBeInTheDocument(); await user.click(deleteButton); - expect(setSelectedModelId).toHaveBeenCalledWith("deletable-model"); + expect(onDeleteClick).toHaveBeenCalledWith("deletable-model"); }); it("should allow model creator to delete their own DB models", async () => { const user = userEvent.setup(); - const setSelectedModelId = vi.fn(); + const onDeleteClick = vi.fn(); const cols = columns( "User", "model-creator", defaultProps.premiumUser, - setSelectedModelId, + defaultProps.setSelectedModelId, defaultProps.setSelectedTeamId, defaultProps.getDisplayModelName, defaultProps.handleEditClick, defaultProps.handleRefreshClick, defaultProps.expandedRows, defaultProps.setExpandedRows, + onDeleteClick, ); const model = createMockModel({ @@ -672,7 +674,7 @@ describe("columns", () => { expect(deleteButton).toBeInTheDocument(); await user.click(deleteButton); - expect(setSelectedModelId).toHaveBeenCalledWith("user-model"); + expect(onDeleteClick).toHaveBeenCalledWith("user-model"); }); diff --git a/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx b/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx index 9936f34452d..eba9d376699 100644 --- a/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx +++ b/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx @@ -60,7 +60,8 @@ import CodeInterpreterOutput from "./CodeInterpreterOutput"; import CodeInterpreterTool from "./CodeInterpreterTool"; import { generateCodeSnippet } from "./CodeSnippets"; import EndpointSelector from "./EndpointSelector"; -import MCPEventsDisplay, { MCPEvent } from "./MCPEventsDisplay"; +import MCPEventsDisplay from "./MCPEventsDisplay"; +import type { MCPEvent } from "../../mcp_tools/types"; import { EndpointType, getEndpointType } from "./mode_endpoint_mapping"; import ReasoningContent from "./ReasoningContent"; import ResponseMetrics, { TokenUsage } from "./ResponseMetrics"; diff --git a/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx b/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx index 048ea9bfa11..3197c9409ce 100644 --- a/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx +++ b/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx @@ -3,8 +3,7 @@ import { ChatCompletionMessageParam } from "openai/resources/chat/completions"; import { TokenUsage } from "../chat_ui/ResponseMetrics"; import { VectorStoreSearchResponse } from "../chat_ui/types"; import { getProxyBaseUrl } from "@/components/networking"; -import { MCPServer } from "../../mcp_tools/types"; -import { MCPEvent } from "../chat_ui/MCPEventsDisplay"; +import { MCPServer, type MCPEvent } from "../../mcp_tools/types"; export async function makeOpenAIChatCompletionRequest( chatHistory: { role: string; content: string | any[] }[], diff --git a/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.test.tsx b/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.test.tsx index f14ac52b840..77ff5fd00bb 100644 --- a/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.test.tsx +++ b/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.test.tsx @@ -127,15 +127,15 @@ describe("responses_api", () => { expect(callArgs.tools).toEqual([ { type: "mcp", - server_label: "litellm", - server_url: "litellm_proxy/mcp/alpha", + server_label: "Alpha", + server_url: "https://example.com/mcp/Alpha", require_approval: "never", allowed_tools: ["toolA"], }, { type: "mcp", - server_label: "litellm", - server_url: "litellm_proxy/mcp/Beta", + server_label: "Beta", + server_url: "https://example.com/mcp/Beta", require_approval: "never", allowed_tools: ["toolB", "toolC"], }, diff --git a/ui/litellm-dashboard/src/components/public_model_hub.tsx b/ui/litellm-dashboard/src/components/public_model_hub.tsx index 0e42b658e50..21974ad9729 100644 --- a/ui/litellm-dashboard/src/components/public_model_hub.tsx +++ b/ui/litellm-dashboard/src/components/public_model_hub.tsx @@ -136,7 +136,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded setLoading(true); const _modelHubData = await modelHubPublicModelsCall(); console.log("ModelHubData:", _modelHubData); - setModelHubData(_modelHubData); + setModelHubData(Array.isArray(_modelHubData) ? _modelHubData : []); } catch (error) { console.error("There was an error fetching the public model data", error); setServiceStatus("Service unavailable"); @@ -150,7 +150,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded setAgentLoading(true); const _agentHubData = await agentHubPublicModelsCall(); console.log("AgentHubData:", _agentHubData); - setAgentHubData(_agentHubData); + setAgentHubData(Array.isArray(_agentHubData) ? _agentHubData : []); } catch (error) { console.error("There was an error fetching the public agent data", error); } finally { @@ -163,7 +163,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded setMcpLoading(true); const _mcpHubData = await mcpHubPublicServersCall(); console.log("MCPHubData:", _mcpHubData); - setMcpHubData(_mcpHubData); + setMcpHubData(Array.isArray(_mcpHubData) ? _mcpHubData : []); } catch (error) { console.error("There was an error fetching the public MCP server data", error); } finally { @@ -199,7 +199,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded const getUniqueProviders = (data: ModelGroupInfo[]) => { const providers = new Set(); data.forEach((model) => { - model.providers.forEach((provider) => providers.add(provider)); + (model.providers ?? []).forEach((provider) => providers.add(provider)); }); return Array.from(providers); }; @@ -532,7 +532,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded accessorKey: "providers", enableSorting: true, cell: ({ row }) => { - const providers = row.original.providers; + const providers = row.original.providers ?? []; return (
@@ -760,7 +760,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded accessorKey: "description", enableSorting: false, cell: ({ row }) => { - const description = row.original.description; + const description = row.original.description ?? ""; const truncated = description.length > 80 ? description.substring(0, 80) + "..." : description; return ( @@ -897,7 +897,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded accessorKey: "mcp_info.description", enableSorting: false, cell: ({ row }) => { - const description = row.original.mcp_info?.description || "-"; + const description = String(row.original.mcp_info?.description ?? "-"); const truncated = description.length > 80 ? description.substring(0, 80) + "..." : description; return ( @@ -912,7 +912,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded accessorKey: "url", enableSorting: false, cell: ({ row }) => { - const url = row.original.url; + const url = row.original.url ?? ""; const truncated = url.length > 40 ? url.substring(0, 40) + "..." : url; return ( @@ -1336,7 +1336,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded
Providers:
- {selectedModel.providers.map((provider) => { + {(selectedModel.providers ?? []).map((provider) => { const { logo } = getProviderLogoAndName(provider); return ( @@ -1460,7 +1460,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded )} {/* Supported OpenAI Parameters */} - {selectedModel.supported_openai_params && ( + {selectedModel.supported_openai_params && selectedModel.supported_openai_params.length > 0 && (
Supported OpenAI Parameters
@@ -1634,7 +1634,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded
Input Modes:
- {selectedAgent.defaultInputModes?.map((mode) => ( + {(selectedAgent.defaultInputModes ?? []).map((mode) => ( {mode} @@ -1644,7 +1644,7 @@ const PublicModelHub: React.FC = ({ accessToken, isEmbedded
Output Modes:
- {selectedAgent.defaultOutputModes?.map((mode) => ( + {(selectedAgent.defaultOutputModes ?? []).map((mode) => ( {mode}