From eff0ca57b4ac4d15304a56f44ef6d66bdf03b061 Mon Sep 17 00:00:00 2001 From: sundar-flex Date: Thu, 22 Oct 2026 19:05:12 -0700 Subject: [PATCH] feat(flexai): sync catalog and prices to 2026-10-22 Reprices every flexai/ entry from FlexAI's current catalog (GET /v1/models, matching flex.ai/pricing), adds cache_read_input_token_cost from the cached-input rate, sets supports_reasoning where the model supports it, corrects GLM-5.2's context to 1M tokens, and adds DeepSeek-V4.1-Flash-1017. Root and packaged backup cost maps stay identical. Co-Authored-By: Claude Opus 5.5 (1M context) --- ...odel_prices_and_context_window_backup.json | 145 +++++++++++------- model_prices_and_context_window.json | 145 +++++++++++------- 2 files changed, 180 insertions(+), 110 deletions(-) diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index 891eea5cbde..9a4ed727210 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -64739,29 +64739,46 @@ "source": "https://platform.flex.ai/models" }, "flexai/DeepSeek-V4-Flash-0731": { - "cache_read_input_token_cost": 9e-09, - "input_cost_per_token": 6e-08, + "cache_read_input_token_cost": 1.78e-08, + "input_cost_per_token": 1.19e-07, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 1.8e-07, + "output_cost_per_token": 2.38e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/DeepSeek-V4.1-Flash": { - "cache_read_input_token_cost": 2.1e-08, - "input_cost_per_token": 1.4e-07, + "cache_read_input_token_cost": 1.54e-08, + "input_cost_per_token": 1.03e-07, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 4.2e-07, + "output_cost_per_token": 7.15e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_vision": true + }, + "flexai/DeepSeek-V4.1-Flash-1017": { + "cache_read_input_token_cost": 2.25e-08, + "input_cost_per_token": 1.5e-07, + "litellm_provider": "flexai", + "max_input_tokens": 1048576, + "max_output_tokens": 1048576, + "max_tokens": 1048576, + "mode": "chat", + "output_cost_per_token": 6e-07, + "source": "https://platform.flex.ai/models", + "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, @@ -64772,30 +64789,32 @@ "source": "https://platform.flex.ai/models" }, "flexai/gemma-4-26B-A4B-it": { - "cache_read_input_token_cost": 9e-09, - "input_cost_per_token": 6e-08, + "cache_read_input_token_cost": 1.05e-08, + "input_cost_per_token": 7e-08, "litellm_provider": "flexai", "max_input_tokens": 262144, "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 3.3e-07, + "output_cost_per_token": 2.4e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/gemma-4-31b-it": { - "cache_read_input_token_cost": 1.5e-08, - "input_cost_per_token": 1e-07, + "cache_read_input_token_cost": 2.1e-08, + "input_cost_per_token": 1.4e-07, "litellm_provider": "flexai", "max_input_tokens": 262144, "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 3.4e-07, + "output_cost_per_token": 4e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, @@ -64810,46 +64829,50 @@ "output_cost_per_token": 8.6e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/GLM-5.2": { - "cache_read_input_token_cost": 8.44e-08, - "input_cost_per_token": 5.625e-07, - "litellm_provider": "flexai", - "max_input_tokens": 131072, - "max_output_tokens": 131072, - "max_tokens": 131072, - "mode": "chat", - "output_cost_per_token": 1.8e-06, - "source": "https://platform.flex.ai/models", - "supports_function_calling": true, - "supports_tool_choice": true - }, - "flexai/GLM-5.3-Flash": { - "cache_read_input_token_cost": 1.35e-08, - "input_cost_per_token": 9e-08, + "cache_read_input_token_cost": 1.449e-07, + "input_cost_per_token": 9.66e-07, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 2.8e-07, + "output_cost_per_token": 3.036e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true + }, + "flexai/GLM-5.3-Flash": { + "cache_read_input_token_cost": 1.2e-08, + "input_cost_per_token": 8e-08, + "litellm_provider": "flexai", + "max_input_tokens": 1048576, + "max_output_tokens": 1048576, + "max_tokens": 1048576, + "mode": "chat", + "output_cost_per_token": 5e-07, + "source": "https://platform.flex.ai/models", + "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/gpt-oss-120b": { - "cache_read_input_token_cost": 4.5e-09, - "input_cost_per_token": 3e-08, + "cache_read_input_token_cost": 7.5e-09, + "input_cost_per_token": 5e-08, "litellm_provider": "flexai", "max_input_tokens": 131072, "max_output_tokens": 131072, "max_tokens": 131072, "mode": "chat", - "output_cost_per_token": 1.7e-07, + "output_cost_per_token": 2.5e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/gpt-oss-20b": { @@ -64863,10 +64886,11 @@ "output_cost_per_token": 1e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Kokoro-82M": { - "input_cost_per_character": 6.2e-07, + "input_cost_per_character": 9.9e-07, "litellm_provider": "flexai", "mode": "audio_speech", "source": "https://platform.flex.ai/models", @@ -64875,14 +64899,14 @@ ] }, "flexai/Llama-3.3-70B-Instruct-FP8": { - "cache_read_input_token_cost": 2.03e-08, - "input_cost_per_token": 1.35e-07, + "cache_read_input_token_cost": 3.3e-08, + "input_cost_per_token": 2.2e-07, "litellm_provider": "flexai", "max_input_tokens": 131072, "max_output_tokens": 131072, "max_tokens": 131072, "mode": "chat", - "output_cost_per_token": 4e-07, + "output_cost_per_token": 5e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, "supports_tool_choice": true @@ -64901,21 +64925,22 @@ "supports_tool_choice": true }, "flexai/MiniMax-M2.7": { - "cache_read_input_token_cost": 3.6e-08, - "input_cost_per_token": 2.4e-07, + "cache_read_input_token_cost": 4.5e-08, + "input_cost_per_token": 3e-07, "litellm_provider": "flexai", "max_input_tokens": 204800, "max_output_tokens": 204800, "max_tokens": 204800, "mode": "chat", - "output_cost_per_token": 9.6e-07, + "output_cost_per_token": 1.2e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Mistral-Nemo-Instruct-2407-FP8": { - "cache_read_input_token_cost": 2.8e-09, - "input_cost_per_token": 1.9e-08, + "cache_read_input_token_cost": 3.4e-09, + "input_cost_per_token": 2.3e-08, "litellm_provider": "flexai", "max_input_tokens": 131072, "max_output_tokens": 131072, @@ -64937,20 +64962,22 @@ "output_cost_per_token": 1.2e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/NVIDIA-Nemotron-3.5-Lightning-30B-A3B": { - "cache_read_input_token_cost": 1.2e-08, - "input_cost_per_token": 8e-08, + "cache_read_input_token_cost": 9e-09, + "input_cost_per_token": 6e-08, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 2e-07, + "output_cost_per_token": 1.6e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/PaddleOCR-VL": { @@ -64985,6 +65012,7 @@ "output_cost_per_token": 2.4e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Qwen3-8B-FP8": { @@ -64998,6 +65026,7 @@ "output_cost_per_token": 4.55e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Qwen3-Coder-30B-A3B-Instruct-FP8": { @@ -65008,36 +65037,38 @@ "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 2.6e-07, + "output_cost_per_token": 2.8e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, "supports_tool_choice": true }, "flexai/Qwen3.5-9B": { - "cache_read_input_token_cost": 1.5e-08, - "input_cost_per_token": 1e-07, + "cache_read_input_token_cost": 1.8e-08, + "input_cost_per_token": 1.2e-07, "litellm_provider": "flexai", "max_input_tokens": 262144, "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 1.5e-07, + "output_cost_per_token": 1.8e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/Qwen3.6-27B-FP8": { - "cache_read_input_token_cost": 5.85e-08, - "input_cost_per_token": 3.9e-07, + "cache_read_input_token_cost": 4.5e-08, + "input_cost_per_token": 3e-07, "litellm_provider": "flexai", "max_input_tokens": 262144, "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 2.34e-06, + "output_cost_per_token": 3e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, @@ -65049,23 +65080,25 @@ "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 9e-07, + "output_cost_per_token": 9.5e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/Qwen3.8-27B": { - "cache_read_input_token_cost": 2.25e-08, - "input_cost_per_token": 1.5e-07, + "cache_read_input_token_cost": 3e-08, + "input_cost_per_token": 2e-07, "litellm_provider": "flexai", "max_input_tokens": 262144, "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 1.875e-06, + "output_cost_per_token": 2.5e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, @@ -65080,6 +65113,7 @@ "output_cost_per_token": 4.7e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, @@ -65094,11 +65128,12 @@ "output_cost_per_token": 1.15e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/whisper-large-v3-turbo": { - "input_cost_per_second": 1.111666667e-05, + "input_cost_per_second": 3.333333333e-06, "litellm_provider": "flexai", "mode": "audio_transcription", "output_cost_per_second": 0.0, diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 891eea5cbde..9a4ed727210 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -64739,29 +64739,46 @@ "source": "https://platform.flex.ai/models" }, "flexai/DeepSeek-V4-Flash-0731": { - "cache_read_input_token_cost": 9e-09, - "input_cost_per_token": 6e-08, + "cache_read_input_token_cost": 1.78e-08, + "input_cost_per_token": 1.19e-07, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 1.8e-07, + "output_cost_per_token": 2.38e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/DeepSeek-V4.1-Flash": { - "cache_read_input_token_cost": 2.1e-08, - "input_cost_per_token": 1.4e-07, + "cache_read_input_token_cost": 1.54e-08, + "input_cost_per_token": 1.03e-07, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 4.2e-07, + "output_cost_per_token": 7.15e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true, + "supports_vision": true + }, + "flexai/DeepSeek-V4.1-Flash-1017": { + "cache_read_input_token_cost": 2.25e-08, + "input_cost_per_token": 1.5e-07, + "litellm_provider": "flexai", + "max_input_tokens": 1048576, + "max_output_tokens": 1048576, + "max_tokens": 1048576, + "mode": "chat", + "output_cost_per_token": 6e-07, + "source": "https://platform.flex.ai/models", + "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, @@ -64772,30 +64789,32 @@ "source": "https://platform.flex.ai/models" }, "flexai/gemma-4-26B-A4B-it": { - "cache_read_input_token_cost": 9e-09, - "input_cost_per_token": 6e-08, + "cache_read_input_token_cost": 1.05e-08, + "input_cost_per_token": 7e-08, "litellm_provider": "flexai", "max_input_tokens": 262144, "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 3.3e-07, + "output_cost_per_token": 2.4e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/gemma-4-31b-it": { - "cache_read_input_token_cost": 1.5e-08, - "input_cost_per_token": 1e-07, + "cache_read_input_token_cost": 2.1e-08, + "input_cost_per_token": 1.4e-07, "litellm_provider": "flexai", "max_input_tokens": 262144, "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - "output_cost_per_token": 3.4e-07, + "output_cost_per_token": 4e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, @@ -64810,46 +64829,50 @@ "output_cost_per_token": 8.6e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/GLM-5.2": { - "cache_read_input_token_cost": 8.44e-08, - "input_cost_per_token": 5.625e-07, - "litellm_provider": "flexai", - "max_input_tokens": 131072, - "max_output_tokens": 131072, - "max_tokens": 131072, - "mode": "chat", - "output_cost_per_token": 1.8e-06, - "source": "https://platform.flex.ai/models", - "supports_function_calling": true, - "supports_tool_choice": true - }, - "flexai/GLM-5.3-Flash": { - "cache_read_input_token_cost": 1.35e-08, - "input_cost_per_token": 9e-08, + "cache_read_input_token_cost": 1.449e-07, + "input_cost_per_token": 9.66e-07, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 2.8e-07, + "output_cost_per_token": 3.036e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, + "supports_tool_choice": true + }, + "flexai/GLM-5.3-Flash": { + "cache_read_input_token_cost": 1.2e-08, + "input_cost_per_token": 8e-08, + "litellm_provider": "flexai", + "max_input_tokens": 1048576, + "max_output_tokens": 1048576, + "max_tokens": 1048576, + "mode": "chat", + "output_cost_per_token": 5e-07, + "source": "https://platform.flex.ai/models", + "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/gpt-oss-120b": { - "cache_read_input_token_cost": 4.5e-09, - "input_cost_per_token": 3e-08, + "cache_read_input_token_cost": 7.5e-09, + "input_cost_per_token": 5e-08, "litellm_provider": "flexai", "max_input_tokens": 131072, "max_output_tokens": 131072, "max_tokens": 131072, "mode": "chat", - "output_cost_per_token": 1.7e-07, + "output_cost_per_token": 2.5e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/gpt-oss-20b": { @@ -64863,10 +64886,11 @@ "output_cost_per_token": 1e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Kokoro-82M": { - "input_cost_per_character": 6.2e-07, + "input_cost_per_character": 9.9e-07, "litellm_provider": "flexai", "mode": "audio_speech", "source": "https://platform.flex.ai/models", @@ -64875,14 +64899,14 @@ ] }, "flexai/Llama-3.3-70B-Instruct-FP8": { - "cache_read_input_token_cost": 2.03e-08, - "input_cost_per_token": 1.35e-07, + "cache_read_input_token_cost": 3.3e-08, + "input_cost_per_token": 2.2e-07, "litellm_provider": "flexai", "max_input_tokens": 131072, "max_output_tokens": 131072, "max_tokens": 131072, "mode": "chat", - "output_cost_per_token": 4e-07, + "output_cost_per_token": 5e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, "supports_tool_choice": true @@ -64901,21 +64925,22 @@ "supports_tool_choice": true }, "flexai/MiniMax-M2.7": { - "cache_read_input_token_cost": 3.6e-08, - "input_cost_per_token": 2.4e-07, + "cache_read_input_token_cost": 4.5e-08, + "input_cost_per_token": 3e-07, "litellm_provider": "flexai", "max_input_tokens": 204800, "max_output_tokens": 204800, "max_tokens": 204800, "mode": "chat", - "output_cost_per_token": 9.6e-07, + "output_cost_per_token": 1.2e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Mistral-Nemo-Instruct-2407-FP8": { - "cache_read_input_token_cost": 2.8e-09, - "input_cost_per_token": 1.9e-08, + "cache_read_input_token_cost": 3.4e-09, + "input_cost_per_token": 2.3e-08, "litellm_provider": "flexai", "max_input_tokens": 131072, "max_output_tokens": 131072, @@ -64937,20 +64962,22 @@ "output_cost_per_token": 1.2e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true, "supports_vision": true }, "flexai/NVIDIA-Nemotron-3.5-Lightning-30B-A3B": { - "cache_read_input_token_cost": 1.2e-08, - "input_cost_per_token": 8e-08, + "cache_read_input_token_cost": 9e-09, + "input_cost_per_token": 6e-08, "litellm_provider": "flexai", "max_input_tokens": 1048576, "max_output_tokens": 1048576, "max_tokens": 1048576, "mode": "chat", - "output_cost_per_token": 2e-07, + "output_cost_per_token": 1.6e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/PaddleOCR-VL": { @@ -64985,6 +65012,7 @@ "output_cost_per_token": 2.4e-06, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Qwen3-8B-FP8": { @@ -64998,6 +65026,7 @@ "output_cost_per_token": 4.55e-07, "source": "https://platform.flex.ai/models", "supports_function_calling": true, + "supports_reasoning": true, "supports_tool_choice": true }, "flexai/Qwen3-Coder-30B-A3B-Instruct-FP8": { @@ -65008,36 +65037,38 @@ "max_output_tokens": 262144, "max_tokens": 262144, "mode": "chat", - 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