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feat(azure-ai): add latest catalog model metadata #39422

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feat(azure-ai): add latest catalog model metadata
emerzon Sep 2, 2026
1a8c889
fix(azure-ai): align metadata with live catalog
emerzon Sep 2, 2026
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211 changes: 211 additions & 0 deletions litellm/model_prices_and_context_window_backup.json
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Original file line number Diff line number Diff line change
Expand Up @@ -9333,6 +9333,26 @@
"source": "https://marketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
"supports_embedding_image_input": true
},
"azure_ai/Codestral-2501": {
"input_cost_per_token": 3e-07,
"litellm_provider": "azure_ai",
"max_input_tokens": 256000,
"max_output_tokens": 4096,
"max_tokens": 4096,
"mode": "chat",
"output_cost_per_token": 9e-07,
"source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/mistral/",
"supported_endpoints": [
"/v1/chat/completions"
],
"supported_modalities": [
"text"
],
"supported_output_modalities": [
"text"
],
"supports_native_streaming": true
},
"azure_ai/FLUX-1.1-pro": {
"litellm_provider": "azure_ai",
"mode": "image_generation",
Expand Down Expand Up @@ -9391,6 +9411,35 @@
"supports_reasoning": true,
"supports_tool_choice": true
},
"azure_ai/FW-DeepSeek-V4-Flash-0731": {
"cache_read_input_token_cost": 7e-09,
"deprecation_date": "2027-08-15",
"input_cost_per_token": 2.2e-07,
"litellm_provider": "azure_ai",
"max_input_tokens": 1048576,
"max_output_tokens": 131072,
"max_tokens": 131072,
"mode": "chat",
"output_cost_per_token": 6.6e-07,
"reasoning_effort_levels": [
"low",
"high",
"max"
],
"source": "https://fireworks.ai/models/deepseek-ai/deepseek-v4-flash-0731",
"supported_endpoints": [
"/v1/chat/completions"
],
"supported_modalities": [
"text"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_reasoning": true,
"supports_tool_choice": true
},
"azure_ai/FW-GLM-5": {
"deprecation_date": "2027-07-01",
"cache_read_input_token_cost": 2.2e-07,
Expand Down Expand Up @@ -9453,6 +9502,38 @@
"supports_reasoning": true,
"supports_tool_choice": true
},
"azure_ai/FW-GLM-5.3": {
"cache_read_input_token_cost": 2.6e-07,
"deprecation_date": "2027-09-01",
"input_cost_per_token": 1.4e-06,
"litellm_provider": "azure_ai",
"max_input_tokens": 1048576,
"max_output_tokens": 131072,
"max_tokens": 131072,
"mode": "chat",
"output_cost_per_token": 4.4e-06,
"reasoning_effort_levels": [
"low",
"high",
"max"
],
"source": "https://fireworks.ai/models/fireworks/glm-5p3",
"supported_endpoints": [
"/v1/chat/completions"
],
"supported_modalities": [
"text"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_native_streaming": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_tool_choice": true
},
"azure_ai/FW-Inkling": {
"cache_read_input_token_cost": 1.7e-07,
"input_cost_per_token": 1e-06,
Expand Down Expand Up @@ -9572,6 +9653,39 @@
"supports_tool_choice": true,
"supports_vision": true
},
"azure_ai/Kimi-K3": {
"cache_read_input_token_cost": 3e-07,
"deprecation_date": "2026-11-26",
"input_cost_per_token": 3e-06,
"litellm_provider": "azure_ai",
"max_input_tokens": 1048576,
"max_output_tokens": 131072,
"max_tokens": 131072,
"mode": "chat",
"output_cost_per_token": 1.5e-05,
"reasoning_effort_levels": [
"low",
"high",
"max"
],
"source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/kimi/",
"supported_endpoints": [
"/v1/chat/completions"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_tool_choice": true,
"supports_vision": true
},
"azure_ai/FW-MiniMax-M2.5": {
"deprecation_date": "2027-07-01",
"cache_read_input_token_cost": 3.3e-08,
Expand Down Expand Up @@ -9660,6 +9774,28 @@
],
"deprecation_date": "2026-10-01"
},
"azure_ai/MAI-Image-2.5-Pro": {
"deprecation_date": "2026-10-31",
"input_cost_per_image_token": 8e-06,
"input_cost_per_token": 5e-06,
"litellm_provider": "azure_ai",
"max_input_tokens": 32000,
"mode": "image_generation",
"output_cost_per_image_token": 0.000106,
"source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/microsoft/",
"supported_endpoints": [
"/v1/images/generations",
"/v1/images/edits"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"image"
],
"supports_vision": true
},
"azure_ai/MAI-Image-2e": {
"deprecation_date": "2026-08-15",
"input_cost_per_token": 5e-06,
Expand All @@ -9672,6 +9808,31 @@
"/v1/images/generations"
]
},
"azure_ai/MAI-Thinking-1": {
"cache_read_input_token_cost": 2e-07,
"deprecation_date": "2026-11-04",
"input_cost_per_token": 2e-06,
"litellm_provider": "azure_ai",
"max_input_tokens": 256000,
"max_output_tokens": 64000,
"max_tokens": 64000,
"mode": "chat",
"output_cost_per_token": 8e-06,
"source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/microsoft/",
"supported_endpoints": [
"/v1/chat/completions"
],
"supported_modalities": [
"text"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_tool_choice": true
},
"azure_ai/Llama-3.2-11B-Vision-Instruct": {
"deprecation_date": "2026-06-13",
"input_cost_per_token": 3.7e-07,
Expand Down Expand Up @@ -9972,6 +10133,28 @@
],
"source": "https://ai.azure.com/catalog/models/mistral-document-ai-2512"
},
"azure_ai/mistral-ocr-4-0": {
"annotation_cost_per_page": 0.005,
"deprecation_date": "2027-10-01",
"litellm_provider": "azure_ai",
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"max_tokens": 4096,
"mode": "ocr",
"ocr_cost_per_page": 0.004,
"source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/mistral/",
"supported_endpoints": [
"/v1/ocr"
],
"supported_modalities": [
"image"
],
"supported_output_modalities": [
"text"
],
"supports_pdf_input": true,
"supports_vision": true
},
"azure_ai/doc-intelligence/prebuilt-read": {
"litellm_provider": "azure_ai",
"ocr_cost_per_page": 0.0015,
Expand Down Expand Up @@ -10305,6 +10488,34 @@
"supports_vision": true,
"supports_web_search": true
},
"azure_ai/grok-4.6": {
"cache_read_input_token_cost": 5e-07,
"deprecation_date": "2027-08-24",
"input_cost_per_token": 2e-06,
"litellm_provider": "azure_ai",
"max_input_tokens": 200000,
"max_output_tokens": 128000,
"max_tokens": 128000,
"mode": "chat",
"output_cost_per_token": 6e-06,
"source": "https://docs.x.ai/developers/models/grok-4.6",
"supported_endpoints": [
"/v1/chat/completions"
],
"supported_modalities": [
"text",
"image"
],
"supported_output_modalities": [
"text"
],
"supports_function_calling": true,
"supports_native_streaming": true,
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_tool_choice": true,
"supports_vision": true
},
"azure_ai/grok-4-fast-non-reasoning": {
"deprecation_date": "2026-05-01",
"input_cost_per_token": 2e-07,
Expand Down
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