From 4818b767d8b4c4e5fa9885ab953d6f5cfe7c7ca5 Mon Sep 17 00:00:00 2001 From: "devin-ai-integration[bot]" <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Tue, 20 Oct 2026 06:51:05 -0700 Subject: [PATCH] fix(cost-map): registry audit 2026-10-20, add volcengine doubao-seed-2-1 260915 rows and undated azure data zone rows (#47561) * fix(cost-map): add volcengine doubao-seed-2-1-pro-260915 and doubao-seed-2-1-lite-260915 Pro row absorbed from #47372, lite row added from the same Volcengine Ark pricing and model list docs Co-authored-by: donghongfei <1247543758@qq.com> Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(cost-map): cover volcengine doubao-seed-2-1-pro-260915 row Co-authored-by: donghongfei <1247543758@qq.com> Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(cost-map): add undated azure/eu and azure/us rows for o1, o3, o3-mini, o4-mini, gpt-4o, gpt-4o-mini Absorbed from #47499 Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Co-authored-by: donghongfei <1247543758@qq.com> --- ...odel_prices_and_context_window_backup.json | 269 ++++++++++++++++++ model_prices_and_context_window.json | 269 ++++++++++++++++++ tests/unit/test_cost_calculator.py | 34 +++ .../test_model_prices_and_context_window.py | 23 ++ 4 files changed, 595 insertions(+) diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index 8b3771033a5..903210c57e5 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -4916,6 +4916,26 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/eu/gpt-4o": { + "deprecation_date": "2027-04-14", + "cache_creation_input_token_cost": 1.38e-06, + "cache_read_input_token_cost": 1.375e-06, + "input_cost_per_token": 2.75e-06, + "input_cost_per_token_batches": 1.375e-06, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 1.1e-05, + "output_cost_per_token_batches": 5.5e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/eu/gpt-4o-2024-11-20": { "deprecation_date": "2027-04-14", "cache_creation_input_token_cost": 1.38e-06, @@ -4936,6 +4956,25 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/eu/gpt-4o-mini": { + "cache_read_input_token_cost": 8.3e-08, + "deprecation_date": "2027-04-14", + "input_cost_per_token": 1.65e-07, + "input_cost_per_token_batches": 8.3e-08, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 6.6e-07, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/eu/gpt-4o-mini-2024-07-18": { "cache_read_input_token_cost": 8.3e-08, "deprecation_date": "2027-04-14", @@ -5247,6 +5286,25 @@ "supports_vision": true, "cache_read_input_token_cost_batches": 2.75e-09 }, + "azure/eu/o1": { + "cache_read_input_token_cost": 8.25e-06, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.65e-05, + "input_cost_per_token_batches": 8.25e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 6.6e-05, + "output_cost_per_token_batches": 3.3e-05, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/eu/o1-2024-12-17": { "cache_read_input_token_cost": 8.25e-06, "deprecation_date": "2026-11-19", @@ -5283,6 +5341,24 @@ "supports_prompt_caching": true, "supports_vision": false }, + "azure/eu/o3-mini": { + "cache_read_input_token_cost": 6.05e-07, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_vision": false + }, "azure/eu/o3-mini-2025-01-31": { "cache_read_input_token_cost": 6.05e-07, "deprecation_date": "2026-11-19", @@ -11540,6 +11616,26 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/gpt-4o": { + "deprecation_date": "2027-04-14", + "cache_creation_input_token_cost": 1.38e-06, + "cache_read_input_token_cost": 1.375e-06, + "input_cost_per_token": 2.75e-06, + "input_cost_per_token_batches": 1.375e-06, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 1.1e-05, + "output_cost_per_token_batches": 5.5e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/gpt-4o-2024-11-20": { "deprecation_date": "2027-04-14", "cache_creation_input_token_cost": 1.38e-06, @@ -11560,6 +11656,25 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/gpt-4o-mini": { + "cache_read_input_token_cost": 8.3e-08, + "deprecation_date": "2027-04-14", + "input_cost_per_token": 1.65e-07, + "input_cost_per_token_batches": 8.3e-08, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 6.6e-07, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/gpt-4o-mini-2024-07-18": { "cache_read_input_token_cost": 8.3e-08, "deprecation_date": "2027-04-14", @@ -11871,6 +11986,25 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/o1": { + "cache_read_input_token_cost": 8.25e-06, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.65e-05, + "input_cost_per_token_batches": 8.25e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 6.6e-05, + "output_cost_per_token_batches": 3.3e-05, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/o1-2024-12-17": { "cache_read_input_token_cost": 8.25e-06, "deprecation_date": "2026-11-19", @@ -11907,6 +12041,39 @@ "supports_prompt_caching": true, "supports_vision": false }, + "azure/us/o3": { + "deprecation_date": "2026-11-19", + "cache_read_input_token_cost": 5.5e-07, + "input_cost_per_token": 2.2e-06, + "input_cost_per_token_batches": 1.1e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 8.8e-06, + "output_cost_per_token_batches": 4.4e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supported_endpoints": [ + "/v1/chat/completions", + "/v1/batch", + "/v1/responses" + ], + "supported_modalities": [ + "text", + "image" + ], + "supported_output_modalities": [ + "text" + ], + "supports_function_calling": true, + "supports_parallel_function_calling": false, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/o3-2025-04-16": { "deprecation_date": "2026-11-19", "cache_read_input_token_cost": 5.5e-07, @@ -11940,6 +12107,24 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/o3-mini": { + "cache_read_input_token_cost": 6.05e-07, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_vision": false + }, "azure/us/o3-mini-2025-01-31": { "cache_read_input_token_cost": 6.05e-07, "deprecation_date": "2026-11-19", @@ -11958,6 +12143,27 @@ "supports_tool_choice": true, "supports_vision": false }, + "azure/us/o4-mini": { + "cache_read_input_token_cost": 3.03e-07, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": false, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/o4-mini-2025-04-16": { "cache_read_input_token_cost": 3.03e-07, "deprecation_date": "2026-11-19", @@ -61148,6 +61354,41 @@ "supports_tool_choice": false, "supports_vision": true }, + "volcengine/doubao-seed-2-1-pro-260915": { + "cache_read_input_token_cost": 1.725e-07, + "input_cost_per_token": 8.625e-07, + "litellm_provider": "volcengine", + "max_input_tokens": 1024000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 4.3125e-06, + "source": "https://www.volcengine.com/docs/82379/1544106", + "supports_function_calling": true, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": false, + "supports_vision": true + }, + "volcengine/doubao-seed-2-1-lite-260915": { + "cache_read_input_audio_token_cost": 3.45e-07, + "cache_read_input_token_cost": 2.3e-08, + "input_cost_per_audio_token": 1.725e-06, + "input_cost_per_token": 1.15e-07, + "litellm_provider": "volcengine", + "max_input_tokens": 1024000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 3.88126e-07, + "source": "https://www.volcengine.com/docs/82379/1544106", + "supports_audio_input": true, + "supports_function_calling": true, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": false, + "supports_vision": true + }, "volcengine/doubao-seed-2-1-turbo-260628": { "cache_read_input_token_cost": 8.625e-08, "input_cost_per_token": 4.3125e-07, @@ -70141,6 +70382,20 @@ "output_cost_per_token_batches": 2.42e-06, "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" }, + "azure/eu/o3": { + "deprecation_date": "2026-11-19", + "cache_read_input_token_cost": 5.5e-07, + "input_cost_per_token": 2.2e-06, + "input_cost_per_token_batches": 1.1e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 8.8e-06, + "output_cost_per_token_batches": 4.4e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" + }, "azure/eu/o3-2025-04-16": { "deprecation_date": "2026-11-19", "cache_read_input_token_cost": 5.5e-07, @@ -70164,6 +70419,20 @@ "output_cost_per_token": 4.4e-05, "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" }, + "azure/eu/o4-mini": { + "deprecation_date": "2026-11-19", + "cache_read_input_token_cost": 3.03e-07, + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" + }, "azure/eu/o4-mini-2025-04-16": { "deprecation_date": "2026-11-19", "cache_read_input_token_cost": 3.03e-07, diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 8b3771033a5..903210c57e5 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -4916,6 +4916,26 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/eu/gpt-4o": { + "deprecation_date": "2027-04-14", + "cache_creation_input_token_cost": 1.38e-06, + "cache_read_input_token_cost": 1.375e-06, + "input_cost_per_token": 2.75e-06, + "input_cost_per_token_batches": 1.375e-06, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 1.1e-05, + "output_cost_per_token_batches": 5.5e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/eu/gpt-4o-2024-11-20": { "deprecation_date": "2027-04-14", "cache_creation_input_token_cost": 1.38e-06, @@ -4936,6 +4956,25 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/eu/gpt-4o-mini": { + "cache_read_input_token_cost": 8.3e-08, + "deprecation_date": "2027-04-14", + "input_cost_per_token": 1.65e-07, + "input_cost_per_token_batches": 8.3e-08, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 6.6e-07, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/eu/gpt-4o-mini-2024-07-18": { "cache_read_input_token_cost": 8.3e-08, "deprecation_date": "2027-04-14", @@ -5247,6 +5286,25 @@ "supports_vision": true, "cache_read_input_token_cost_batches": 2.75e-09 }, + "azure/eu/o1": { + "cache_read_input_token_cost": 8.25e-06, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.65e-05, + "input_cost_per_token_batches": 8.25e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 6.6e-05, + "output_cost_per_token_batches": 3.3e-05, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/eu/o1-2024-12-17": { "cache_read_input_token_cost": 8.25e-06, "deprecation_date": "2026-11-19", @@ -5283,6 +5341,24 @@ "supports_prompt_caching": true, "supports_vision": false }, + "azure/eu/o3-mini": { + "cache_read_input_token_cost": 6.05e-07, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_vision": false + }, "azure/eu/o3-mini-2025-01-31": { "cache_read_input_token_cost": 6.05e-07, "deprecation_date": "2026-11-19", @@ -11540,6 +11616,26 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/gpt-4o": { + "deprecation_date": "2027-04-14", + "cache_creation_input_token_cost": 1.38e-06, + "cache_read_input_token_cost": 1.375e-06, + "input_cost_per_token": 2.75e-06, + "input_cost_per_token_batches": 1.375e-06, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 1.1e-05, + "output_cost_per_token_batches": 5.5e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/gpt-4o-2024-11-20": { "deprecation_date": "2027-04-14", "cache_creation_input_token_cost": 1.38e-06, @@ -11560,6 +11656,25 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/gpt-4o-mini": { + "cache_read_input_token_cost": 8.3e-08, + "deprecation_date": "2027-04-14", + "input_cost_per_token": 1.65e-07, + "input_cost_per_token_batches": 8.3e-08, + "litellm_provider": "azure", + "max_input_tokens": 128000, + "max_output_tokens": 16384, + "max_tokens": 16384, + "mode": "chat", + "output_cost_per_token": 6.6e-07, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/gpt-4o-mini-2024-07-18": { "cache_read_input_token_cost": 8.3e-08, "deprecation_date": "2027-04-14", @@ -11871,6 +11986,25 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/o1": { + "cache_read_input_token_cost": 8.25e-06, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.65e-05, + "input_cost_per_token_batches": 8.25e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 6.6e-05, + "output_cost_per_token_batches": 3.3e-05, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": true, + "supports_prompt_caching": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/o1-2024-12-17": { "cache_read_input_token_cost": 8.25e-06, "deprecation_date": "2026-11-19", @@ -11907,6 +12041,39 @@ "supports_prompt_caching": true, "supports_vision": false }, + "azure/us/o3": { + "deprecation_date": "2026-11-19", + "cache_read_input_token_cost": 5.5e-07, + "input_cost_per_token": 2.2e-06, + "input_cost_per_token_batches": 1.1e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 8.8e-06, + "output_cost_per_token_batches": 4.4e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supported_endpoints": [ + "/v1/chat/completions", + "/v1/batch", + "/v1/responses" + ], + "supported_modalities": [ + "text", + "image" + ], + "supported_output_modalities": [ + "text" + ], + "supports_function_calling": true, + "supports_parallel_function_calling": false, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/o3-2025-04-16": { "deprecation_date": "2026-11-19", "cache_read_input_token_cost": 5.5e-07, @@ -11940,6 +12107,24 @@ "supports_tool_choice": true, "supports_vision": true }, + "azure/us/o3-mini": { + "cache_read_input_token_cost": 6.05e-07, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_vision": false + }, "azure/us/o3-mini-2025-01-31": { "cache_read_input_token_cost": 6.05e-07, "deprecation_date": "2026-11-19", @@ -11958,6 +12143,27 @@ "supports_tool_choice": true, "supports_vision": false }, + "azure/us/o4-mini": { + "cache_read_input_token_cost": 3.03e-07, + "deprecation_date": "2026-11-19", + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'", + "supports_function_calling": true, + "supports_parallel_function_calling": false, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_response_schema": true, + "supports_tool_choice": true, + "supports_vision": true + }, "azure/us/o4-mini-2025-04-16": { "cache_read_input_token_cost": 3.03e-07, "deprecation_date": "2026-11-19", @@ -61148,6 +61354,41 @@ "supports_tool_choice": false, "supports_vision": true }, + "volcengine/doubao-seed-2-1-pro-260915": { + "cache_read_input_token_cost": 1.725e-07, + "input_cost_per_token": 8.625e-07, + "litellm_provider": "volcengine", + "max_input_tokens": 1024000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 4.3125e-06, + "source": "https://www.volcengine.com/docs/82379/1544106", + "supports_function_calling": true, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": false, + "supports_vision": true + }, + "volcengine/doubao-seed-2-1-lite-260915": { + "cache_read_input_audio_token_cost": 3.45e-07, + "cache_read_input_token_cost": 2.3e-08, + "input_cost_per_audio_token": 1.725e-06, + "input_cost_per_token": 1.15e-07, + "litellm_provider": "volcengine", + "max_input_tokens": 1024000, + "max_output_tokens": 256000, + "max_tokens": 256000, + "mode": "chat", + "output_cost_per_token": 3.88126e-07, + "source": "https://www.volcengine.com/docs/82379/1544106", + "supports_audio_input": true, + "supports_function_calling": true, + "supports_prompt_caching": true, + "supports_reasoning": true, + "supports_tool_choice": false, + "supports_vision": true + }, "volcengine/doubao-seed-2-1-turbo-260628": { "cache_read_input_token_cost": 8.625e-08, "input_cost_per_token": 4.3125e-07, @@ -70141,6 +70382,20 @@ "output_cost_per_token_batches": 2.42e-06, "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" }, + "azure/eu/o3": { + "deprecation_date": "2026-11-19", + "cache_read_input_token_cost": 5.5e-07, + "input_cost_per_token": 2.2e-06, + "input_cost_per_token_batches": 1.1e-06, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 8.8e-06, + "output_cost_per_token_batches": 4.4e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" + }, "azure/eu/o3-2025-04-16": { "deprecation_date": "2026-11-19", "cache_read_input_token_cost": 5.5e-07, @@ -70164,6 +70419,20 @@ "output_cost_per_token": 4.4e-05, "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" }, + "azure/eu/o4-mini": { + "deprecation_date": "2026-11-19", + "cache_read_input_token_cost": 3.03e-07, + "input_cost_per_token": 1.21e-06, + "input_cost_per_token_batches": 6.05e-07, + "litellm_provider": "azure", + "max_input_tokens": 200000, + "max_output_tokens": 100000, + "max_tokens": 100000, + "mode": "chat", + "output_cost_per_token": 4.84e-06, + "output_cost_per_token_batches": 2.42e-06, + "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'" + }, "azure/eu/o4-mini-2025-04-16": { "deprecation_date": "2026-11-19", "cache_read_input_token_cost": 3.03e-07, diff --git a/tests/unit/test_cost_calculator.py b/tests/unit/test_cost_calculator.py index 99119799ac0..fee4db586cd 100644 --- a/tests/unit/test_cost_calculator.py +++ b/tests/unit/test_cost_calculator.py @@ -357,6 +357,40 @@ def test_completion_cost_prices_rule_only_response_model_at_the_azure_deployment assert cost == pytest.approx(usage.prompt_tokens * 0.0000111 + usage.completion_tokens * 0.0000222) +@pytest.mark.parametrize("region", ["eu", "us"]) +@pytest.mark.parametrize( + ("alias", "dated"), + [ + ("o1", "o1-2024-12-17"), + ("o3", "o3-2025-04-16"), + ("o3-mini", "o3-mini-2025-01-31"), + ("o4-mini", "o4-mini-2025-04-16"), + ("gpt-4o", "gpt-4o-2024-11-20"), + ("gpt-4o-mini", "gpt-4o-mini-2024-07-18"), + ], +) +def test_completion_cost_bills_undated_azure_data_zone_base_model_at_its_dated_rate( + _local_model_cost_map: None, region: str, alias: str, dated: str +) -> None: + """LIT-9812: a deployment with base_model azure/eu/o3 (undated, like the global azure/o3) must bill the EU + Data Zone rate of its latest dated row, not $0 and not the global rate""" + dated_info: Final = litellm.model_cost[f"azure/{region}/{dated}"] + usage: Final = Usage(prompt_tokens=17, completion_tokens=9, total_tokens=26) + response: Final = ModelResponse(model=dated, choices=[], usage=usage) + + cost: Final = completion_cost( + completion_response=response, + model="azure/my-data-zone-deployment", + custom_llm_provider="azure", + base_model=f"azure/{region}/{alias}", + ) + + assert cost == pytest.approx( + usage.prompt_tokens * dated_info["input_cost_per_token"] + + usage.completion_tokens * dated_info["output_cost_per_token"] + ) + + def test_completion_cost_orders_candidates_without_extra_huggingface_config_requests( _local_model_cost_map: None, ) -> None: diff --git a/tests/unit/test_model_prices_and_context_window.py b/tests/unit/test_model_prices_and_context_window.py index 395fe8c9750..20b46e27213 100644 --- a/tests/unit/test_model_prices_and_context_window.py +++ b/tests/unit/test_model_prices_and_context_window.py @@ -719,3 +719,26 @@ def test_unregistered_provider_guard_flags_only_labels_nobody_registered(): "unknown_root-new_family_models", "vertex_ai-new_family_models", ] + + +@pytest.mark.parametrize("path", (PRICES_PATH, BACKUP_PRICES_PATH), ids=("main", "backup")) +def test_volcengine_doubao_seed_2_1_pro_260915_row_matches_published_metadata(path: Path): + """Volcengine Ark lists doubao-seed-2-1-pro-260915 at 6 / 30 CNY per million input / output tokens with + cache hits at 1.2 (ark.volcengine.com model detail and docs.volcengine.com/docs/82379/1544106, read + 2026-10-20), a 1024k context window and a 256k output cap. USD rows use the 6.9565 CNY/USD rate of the + sibling 260628 row.""" + rows: Mapping[str, object] = json.loads(path.read_text()) + entry = rows.get("volcengine/doubao-seed-2-1-pro-260915") + assert isinstance(entry, dict) + assert entry["litellm_provider"] == "volcengine" + assert entry["mode"] == "chat" + assert entry["max_input_tokens"] == 1024000 + assert entry["max_output_tokens"] == 256000 + assert entry["max_tokens"] == 256000 + # Volcengine Ark pricing https://www.volcengine.com/docs/82379/1544106 checked 2026-10-20 + assert entry["input_cost_per_token"] == pytest.approx(6.0 / 6.9565 / 1_000_000, rel=1e-4) + assert entry["output_cost_per_token"] == pytest.approx(30.0 / 6.9565 / 1_000_000, rel=1e-4) + assert entry["cache_read_input_token_cost"] == pytest.approx(1.2 / 6.9565 / 1_000_000, rel=1e-4) + sibling = rows["volcengine/doubao-seed-2-1-pro-260628"] + assert isinstance(sibling, dict) + assert all(entry[key] == sibling[key] for key in ("input_cost_per_token", "output_cost_per_token", "cache_read_input_token_cost"))