diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 05c1cfd3179..7071eaa0807 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -3726,7 +3726,7 @@
         "output_cost_per_token": 0,
         "litellm_provider": "azure_ai",
         "mode": "chat",
-        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-services/",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/aoai/",
         "comment": "Flat cost of $0.14 per M input tokens for Azure AI Foundry Model Router infrastructure. Use pattern: azure_ai/model_router/<deployment-name> where deployment-name is your Azure deployment (e.g., azure-model-router)"
     },
     "azure/eu/gpt-4o-2024-08-06": {
@@ -5328,7 +5328,7 @@
         "input_cost_per_second": 0.0002833333333333333,
         "litellm_provider": "azure",
         "mode": "audio_transcription",
-        "source": "https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/gpt-realtime-whisper",
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/gpt-realtime-whisper",
         "supported_endpoints": [
             "/v1/realtime",
             "/v1/realtime/transcription_sessions"
@@ -9107,7 +9107,7 @@
         "mode": "embedding",
         "output_cost_per_token": 0.0,
         "output_vector_size": 1024,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
         "supports_embedding_image_input": true
     },
     "azure_ai/Cohere-embed-v3-multilingual": {
@@ -9118,7 +9118,7 @@
         "mode": "embedding",
         "output_cost_per_token": 0.0,
         "output_vector_size": 1024,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
         "supports_embedding_image_input": true
     },
     "azure_ai/FLUX-1.1-pro": {
@@ -9134,7 +9134,7 @@
         "litellm_provider": "azure_ai",
         "mode": "image_generation",
         "output_cost_per_image": 0.04,
-        "source": "https://azuremarketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
         "supported_endpoints": [
             "/v1/images/generations"
         ]
@@ -9467,7 +9467,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 3.7e-07,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-11b-vision-instruct-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-11b-vision-instruct-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_vision": true
@@ -9481,7 +9481,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 2.04e-06,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-90b-vision-instruct-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-90b-vision-instruct-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_vision": true
@@ -9494,7 +9494,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 7.1e-07,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/metagenai.llama-3-3-70b-instruct-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/metagenai.llama-3-3-70b-instruct-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
@@ -9543,7 +9543,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 1.6e-05,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
     },
     "azure_ai/Meta-Llama-3.1-70B-Instruct": {
@@ -9554,7 +9554,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 3.54e-06,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-70b-instruct-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-70b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
     },
     "azure_ai/Meta-Llama-3.1-8B-Instruct": {
@@ -9566,7 +9566,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 6.1e-07,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-8b-instruct-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-8b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
     },
     "azure_ai/Phi-3-medium-128k-instruct": {
@@ -9756,7 +9756,7 @@
         "supported_endpoints": [
             "/v1/ocr"
         ],
-        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/"
+        "source": "https://ai.azure.com/catalog/models/mistral-document-ai-2512"
     },
     "azure_ai/doc-intelligence/prebuilt-read": {
         "litellm_provider": "azure_ai",
@@ -9967,7 +9967,7 @@
         "mode": "embedding",
         "output_cost_per_token": 0.0,
         "output_vector_size": 3072,
-        "source": "https://azuremarketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
         "supported_endpoints": [
             "/v1/embeddings"
         ],
@@ -10151,7 +10151,7 @@
         "max_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 0.00971,
-        "source": "https://azure.microsoft.com/en-us/products/ai-services/ai-foundry/models/jais-30b-chat"
+        "source": "https://ai.azure.com/catalog/models/jais-30b-chat"
     },
     "azure_ai/jamba-instruct": {
         "input_cost_per_token": 5e-07,
@@ -10208,7 +10208,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 4e-08,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.ministral-3b-2410-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.ministral-3b-2410-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
@@ -10231,7 +10231,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 6e-06,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
@@ -10243,7 +10243,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 6e-06,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
@@ -10280,7 +10280,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 1.5e-07,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-nemo-12b-2407?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.mistral-nemo-12b-2407?tab=PlansAndPrice",
         "supports_function_calling": true
     },
     "azure_ai/mistral-small": {
@@ -12315,7 +12315,8 @@
         "output_cost_per_token": 1e-05,
         "supported_endpoints": [
             "/v1/audio/transcriptions"
-        ]
+        ],
+        "deprecation_date": "2027-02-26"
     },
     "claude-haiku-4-5-20251001": {
         "deprecation_date": "2026-10-15",
@@ -17767,7 +17768,8 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "prompt_cache_min_tokens": 1024
+        "prompt_cache_min_tokens": 1024,
+        "deprecation_date": "2027-01-08"
     },
     "eu.anthropic.claude-opus-4-20250514-v1:0": {
         "cache_creation_input_token_cost": 1.875e-05,
@@ -22843,7 +22845,7 @@
         "output_cost_per_reasoning_token": 3e-06,
         "output_cost_per_token": 3e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -22897,7 +22899,7 @@
         "output_cost_per_reasoning_token": 9e-06,
         "output_cost_per_token": 9e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -22962,7 +22964,7 @@
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23021,7 +23023,7 @@
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23226,7 +23228,7 @@
         "mode": "chat",
         "output_cost_per_reasoning_token": 3e-06,
         "output_cost_per_token": 3e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23310,7 +23312,7 @@
         "mode": "chat",
         "output_cost_per_reasoning_token": 9e-06,
         "output_cost_per_token": 9e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23373,7 +23375,7 @@
         "output_cost_per_token": 3.75e-06,
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23430,7 +23432,7 @@
         "output_cost_per_token": 3.75e-06,
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -25327,7 +25329,7 @@
         "supports_vision": true
     },
     "gpt-4o-audio-preview": {
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 4e-05,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "openai",
@@ -25650,7 +25652,7 @@
         "supports_vision": true
     },
     "gpt-4o-mini-audio-preview": {
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 1e-05,
         "input_cost_per_token": 1.5e-07,
         "litellm_provider": "openai",
@@ -25688,7 +25690,7 @@
     "gpt-4o-mini-realtime-preview": {
         "cache_creation_input_audio_token_cost": 3e-07,
         "cache_read_input_token_cost": 3e-07,
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 1e-05,
         "input_cost_per_token": 6e-07,
         "litellm_provider": "openai",
@@ -25787,7 +25789,8 @@
         "output_cost_per_token": 5e-06,
         "supported_endpoints": [
             "/v1/audio/transcriptions"
-        ]
+        ],
+        "deprecation_date": "2027-02-26"
     },
     "gpt-4o-mini-tts": {
         "input_cost_per_token": 2.5e-06,
@@ -25809,7 +25812,7 @@
     },
     "gpt-4o-realtime-preview": {
         "cache_read_input_token_cost": 2.5e-06,
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 4e-05,
         "input_cost_per_token": 5e-06,
         "litellm_provider": "openai",
@@ -25828,7 +25831,7 @@
     },
     "gpt-4o-realtime-preview-2024-12-17": {
         "cache_read_input_token_cost": 2.5e-06,
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 4e-05,
         "input_cost_per_token": 5e-06,
         "litellm_provider": "openai",
@@ -25847,7 +25850,7 @@
     },
     "gpt-4o-realtime-preview-2025-06-03": {
         "cache_read_input_token_cost": 2.5e-06,
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 4e-05,
         "input_cost_per_token": 5e-06,
         "litellm_provider": "openai",
@@ -25926,7 +25929,8 @@
         "output_cost_per_token": 1e-05,
         "supported_endpoints": [
             "/v1/audio/transcriptions"
-        ]
+        ],
+        "deprecation_date": "2027-02-26"
     },
     "gpt-image-1.5": {
         "cache_read_input_token_cost": 1.25e-06,
@@ -27077,7 +27081,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_web_search": true,
-        "source": "https://platform.openai.com/docs/models/gpt-5.6-cyber",
+        "source": "https://developers.openai.com/api/docs/models/gpt-5.6-cyber",
         "supports_computer_use": true,
         "supports_parallel_function_calling": true
     },
@@ -27116,7 +27120,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_web_search": true,
-        "source": "https://platform.openai.com/docs/models/daybreak-red-latest",
+        "source": "https://developers.openai.com/api/docs/models/daybreak-red-latest",
         "supports_computer_use": true,
         "supports_parallel_function_calling": true
     },
@@ -27156,7 +27160,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_web_search": true,
-        "source": "https://platform.openai.com/docs/models/daybreak-blue-latest",
+        "source": "https://developers.openai.com/api/docs/models/daybreak-blue-latest",
         "supports_parallel_function_calling": true
     },
     "chat-latest": {
@@ -27168,7 +27172,7 @@
         "max_tokens": 128000,
         "mode": "chat",
         "output_cost_per_token": 3e-05,
-        "source": "https://platform.openai.com/docs/models/chat-latest",
+        "source": "https://developers.openai.com/api/docs/models/chat-latest",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/responses"
@@ -30463,7 +30467,7 @@
             "search_context_size_low": 0.0025,
             "search_context_size_medium": 0.0025
         },
-        "source": "https://dev.meta.ai/docs/getting-started/pricing-rate-limits",
+        "source": "https://ai.developer.meta.com/docs/pricing-rate-limits",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/responses",
@@ -30504,7 +30508,7 @@
             "search_context_size_low": 0.0025,
             "search_context_size_medium": 0.0025
         },
-        "source": "https://dev.meta.ai/docs/getting-started/pricing-rate-limits",
+        "source": "https://ai.developer.meta.com/docs/pricing-rate-limits",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/responses",
@@ -30545,7 +30549,7 @@
             "search_context_size_low": 0.0025,
             "search_context_size_medium": 0.0025
         },
-        "source": "https://dev.meta.ai/docs/getting-started/pricing-rate-limits",
+        "source": "https://ai.developer.meta.com/docs/pricing-rate-limits",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/responses",
@@ -30578,7 +30582,7 @@
         "max_output_tokens": 4028,
         "max_tokens": 4028,
         "mode": "chat",
-        "source": "https://llama.developer.meta.com/docs/models",
+        "source": "https://ai.developer.meta.com/docs/models",
         "supported_modalities": [
             "text"
         ],
@@ -30594,7 +30598,7 @@
         "max_output_tokens": 4028,
         "max_tokens": 4028,
         "mode": "chat",
-        "source": "https://llama.developer.meta.com/docs/models",
+        "source": "https://ai.developer.meta.com/docs/models",
         "supported_modalities": [
             "text"
         ],
@@ -30610,7 +30614,7 @@
         "max_output_tokens": 4028,
         "max_tokens": 4028,
         "mode": "chat",
-        "source": "https://llama.developer.meta.com/docs/models",
+        "source": "https://ai.developer.meta.com/docs/models",
         "supported_modalities": [
             "text",
             "image"
@@ -30627,7 +30631,7 @@
         "max_output_tokens": 4028,
         "max_tokens": 4028,
         "mode": "chat",
-        "source": "https://llama.developer.meta.com/docs/models",
+        "source": "https://ai.developer.meta.com/docs/models",
         "supported_modalities": [
             "text",
             "image"
@@ -32572,7 +32576,7 @@
         "mode": "chat",
         "supports_function_calling": true,
         "supports_reasoning": true,
-        "source": "https://nebius.com/prices-ai-studio"
+        "source": "https://nebius.com/prices"
     },
     "nebius/deepseek-ai/DeepSeek-R1-0528": {
         "max_tokens": 164000,
@@ -32584,7 +32588,7 @@
         "mode": "chat",
         "supports_function_calling": true,
         "supports_reasoning": true,
-        "source": "https://nebius.com/prices-ai-studio"
+        "source": "https://nebius.com/prices"
     },
     "nebius/deepseek-ai/DeepSeek-R1-Distill-Llama-70B": {
         "max_tokens": 128000,
@@ -32595,7 +32599,7 @@
         "litellm_provider": "nebius",
         "mode": "chat",
         "supports_function_calling": true,
-        "source": "https://nebius.com/prices-ai-studio"
+        "source": "https://nebius.com/prices"
     },
     "nebius/deepseek-ai/DeepSeek-V3": {
         "max_tokens": 128000,
@@ -32606,7 +32610,7 @@
         "litellm_provider": "nebius",
         "mode": "chat",
         "supports_function_calling": true,
-        "source": "https://nebius.com/prices-ai-studio"
+        "source": "https://nebius.com/prices"
     },
     "nebius/deepseek-ai/DeepSeek-V3-0324": {
         "max_tokens": 128000,
@@ -32617,7 +32621,7 @@
         "litellm_provider": "nebius",
         "mode": "chat",
         "supports_function_calling": true,
-        "source": "https://nebius.com/prices-ai-studio"
+        "source": "https://nebius.com/prices"
     },
     "nebius/google/gemma-3-27b-it": {
         "max_tokens": 128000,
@@ -32629,7 +32633,7 @@
         "mode": "chat",
         "supports_function_calling": true,
         "supports_vision": true,
-        "source": "https://nebius.com/prices-ai-studio"
+        "source": "https://nebius.com/prices"
     },
     "nebius/meta-llama/Llama-3.3-70B-Instruct": {
         "max_tokens": 128000,
@@ -32640,7 +32644,7 @@
         "litellm_provider": "nebius",
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         "max_tokens": 1024,
         "mode": "video_generation",
         "output_cost_per_second": 0.15,
-        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/veo",
+        "source": "https://docs.cloud.google.com/gemini-enterprise-agent-platform/models/veo/3-1-generate",
         "supported_modalities": [
             "text"
         ],
@@ -44100,7 +44104,8 @@
         "output_cost_per_second": 0.0001,
         "supported_endpoints": [
             "/v1/audio/transcriptions"
-        ]
+        ],
+        "deprecation_date": "2027-02-26"
     },
     "xai/grok-3": {
         "cache_read_input_token_cost": 2e-07,
@@ -45088,7 +45093,7 @@
         "litellm_provider": "azure",
         "mode": "video_generation",
         "output_cost_per_video_per_second": 0.1,
-        "source": "https://azure.microsoft.com/en-us/products/ai-services/video-generation",
+        "source": "https://ai.azure.com/catalog/models/sora-2",
         "supported_modalities": [
             "text"
         ],
@@ -45100,7 +45105,7 @@
         "litellm_provider": "azure",
         "mode": "video_generation",
         "output_cost_per_video_per_second": 0.3,
-        "source": "https://azure.microsoft.com/en-us/products/ai-services/video-generation",
+        "source": "https://ai.azure.com/catalog/models/sora-2-pro",
         "supported_modalities": [
             "text"
         ],
@@ -45112,7 +45117,7 @@
         "litellm_provider": "azure",
         "mode": "video_generation",
         "output_cost_per_video_per_second": 0.5,
-        "source": "https://azure.microsoft.com/en-us/products/ai-services/video-generation",
+        "source": "https://ai.azure.com/catalog/models/sora-2-pro",
         "supported_modalities": [
             "text"
         ],
@@ -49322,7 +49327,7 @@
         "input_cost_per_second": 0.0002833333333333333,
         "litellm_provider": "openai",
         "mode": "audio_transcription",
-        "source": "https://platform.openai.com/docs/models/gpt-realtime-whisper",
+        "source": "https://developers.openai.com/api/docs/models/gpt-realtime-whisper",
         "supported_endpoints": [
             "/v1/realtime",
             "/v1/realtime/transcription_sessions"
@@ -50574,7 +50579,7 @@
         "max_output_tokens": 128000,
         "max_tokens": 128000,
         "mode": "chat",
-        "source": "https://www.volcengine.com/docs/82379/1330310",
+        "source": "https://docs.volcengine.com/docs/82379/1330310",
         "supports_function_calling": true,
         "supports_reasoning": true,
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@@ -50612,7 +50617,7 @@
         "max_output_tokens": 128000,
         "max_tokens": 128000,
         "mode": "chat",
-        "source": "https://www.volcengine.com/docs/82379/1330310",
+        "source": "https://docs.volcengine.com/docs/82379/1330310",
         "supports_function_calling": true,
         "supports_reasoning": true,
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@@ -50650,7 +50655,7 @@
         "max_output_tokens": 128000,
         "max_tokens": 128000,
         "mode": "chat",
-        "source": "https://www.volcengine.com/docs/82379/1330310",
+        "source": "https://docs.volcengine.com/docs/82379/1330310",
         "supports_function_calling": true,
         "supports_reasoning": true,
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@@ -50688,7 +50693,7 @@
         "max_output_tokens": 128000,
         "max_tokens": 128000,
         "mode": "chat",
-        "source": "https://www.volcengine.com/docs/82379/1330310",
+        "source": "https://docs.volcengine.com/docs/82379/1330310",
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         "supports_reasoning": true,
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@@ -51437,7 +51442,7 @@
         "supports_function_calling": true,
         "supports_assistant_prefill": true,
         "supports_reasoning": true,
-        "source": "https://pinstripes.io/pricing"
+        "source": "https://pinstripes.io/"
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     "pinstripes/ps/qwen3.6-35b-a3b": {
         "max_tokens": 131072,
@@ -51450,7 +51455,7 @@
         "supports_function_calling": true,
         "supports_assistant_prefill": true,
         "supports_reasoning": true,
-        "source": "https://pinstripes.io/pricing"
+        "source": "https://pinstripes.io/"
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     "pinstripes/ps/qwen3-30b-a3b": {
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@@ -51463,7 +51468,7 @@
         "supports_function_calling": true,
         "supports_assistant_prefill": true,
         "supports_reasoning": true,
-        "source": "https://pinstripes.io/pricing"
+        "source": "https://pinstripes.io/"
     },
     "pinstripes/ps/qwen3-coder-30b-a3b": {
         "max_tokens": 131072,
@@ -51476,7 +51481,7 @@
         "supports_function_calling": true,
         "supports_assistant_prefill": true,
         "supports_reasoning": false,
-        "source": "https://pinstripes.io/pricing"
+        "source": "https://pinstripes.io/"
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     "pinstripes/ps/deepseek-v4-flash": {
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@@ -51489,7 +51494,7 @@
         "supports_function_calling": true,
         "supports_assistant_prefill": true,
         "supports_reasoning": true,
-        "source": "https://pinstripes.io/pricing"
+        "source": "https://pinstripes.io/"
     },
     "pinstripes/ps/minimax-m2.7": {
         "max_tokens": 1000192,
@@ -51502,7 +51507,7 @@
         "supports_function_calling": true,
         "supports_assistant_prefill": true,
         "supports_reasoning": false,
-        "source": "https://pinstripes.io/pricing"
+        "source": "https://pinstripes.io/"
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     "darkbloom/gemma-4-26b": {
         "input_cost_per_token": 3e-08,
@@ -51606,7 +51611,7 @@
         "input_cost_per_second": 7.5e-05,
         "litellm_provider": "openai",
         "mode": "audio_transcription",
-        "source": "https://platform.openai.com/docs/models/gpt-transcribe",
+        "source": "https://developers.openai.com/api/docs/models/gpt-transcribe",
         "supported_endpoints": [
             "/v1/audio/transcriptions",
             "/v1/realtime/transcription_sessions"
@@ -51624,7 +51629,7 @@
         "input_cost_per_second": 0.0002833333333333333,
         "litellm_provider": "openai",
         "mode": "audio_transcription",
-        "source": "https://platform.openai.com/docs/models/gpt-live-transcribe",
+        "source": "https://developers.openai.com/api/docs/models/gpt-live-transcribe",
         "supported_endpoints": [
             "/v1/realtime",
             "/v1/realtime/transcription_sessions"
@@ -51645,7 +51650,7 @@
         "max_output_tokens": 2000,
         "max_tokens": 2000,
         "mode": "realtime",
-        "source": "https://platform.openai.com/docs/models/gpt-realtime-translate",
+        "source": "https://developers.openai.com/api/docs/models/gpt-realtime-translate",
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@@ -51673,7 +51678,7 @@
             "search_context_size_low": 0.01,
             "search_context_size_medium": 0.01
         },
-        "source": "https://docs.claude.com/en/docs/about-claude/models/overview",
+        "source": "https://platform.claude.com/docs/en/about-claude/models/overview",
         "supports_adaptive_thinking": true,
         "thinking_always_on": true,
         "supports_mid_conversation_system": true,
@@ -51712,7 +51717,7 @@
             "search_context_size_low": 0.01,
             "search_context_size_medium": 0.01
         },
-        "source": "https://docs.claude.com/en/docs/about-claude/models/overview",
+        "source": "https://platform.claude.com/docs/en/about-claude/models/overview",
         "supports_adaptive_thinking": true,
         "thinking_always_on": true,
         "supports_assistant_prefill": false,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 05c1cfd3179..7071eaa0807 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -3726,7 +3726,7 @@
         "output_cost_per_token": 0,
         "litellm_provider": "azure_ai",
         "mode": "chat",
-        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-services/",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/aoai/",
         "comment": "Flat cost of $0.14 per M input tokens for Azure AI Foundry Model Router infrastructure. Use pattern: azure_ai/model_router/<deployment-name> where deployment-name is your Azure deployment (e.g., azure-model-router)"
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@@ -5328,7 +5328,7 @@
         "input_cost_per_second": 0.0002833333333333333,
         "litellm_provider": "azure",
         "mode": "audio_transcription",
-        "source": "https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/gpt-realtime-whisper",
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/gpt-realtime-whisper",
         "supported_endpoints": [
             "/v1/realtime",
             "/v1/realtime/transcription_sessions"
@@ -9107,7 +9107,7 @@
         "mode": "embedding",
         "output_cost_per_token": 0.0,
         "output_vector_size": 1024,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
         "supports_embedding_image_input": true
     },
     "azure_ai/Cohere-embed-v3-multilingual": {
@@ -9118,7 +9118,7 @@
         "mode": "embedding",
         "output_cost_per_token": 0.0,
         "output_vector_size": 1024,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/cohere.cohere-embed-v3-english-offer?tab=PlansAndPrice",
         "supports_embedding_image_input": true
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     "azure_ai/FLUX-1.1-pro": {
@@ -9134,7 +9134,7 @@
         "litellm_provider": "azure_ai",
         "mode": "image_generation",
         "output_cost_per_image": 0.04,
-        "source": "https://azuremarketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
         "supported_endpoints": [
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@@ -9467,7 +9467,7 @@
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-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-11b-vision-instruct-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-11b-vision-instruct-offer?tab=Overview",
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@@ -9481,7 +9481,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 2.04e-06,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-90b-vision-instruct-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/metagenai.meta-llama-3-2-90b-vision-instruct-offer?tab=Overview",
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@@ -9494,7 +9494,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 7.1e-07,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/metagenai.llama-3-3-70b-instruct-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/metagenai.llama-3-3-70b-instruct-offer?tab=Overview",
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@@ -9543,7 +9543,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 1.6e-05,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
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     "azure_ai/Meta-Llama-3.1-70B-Instruct": {
@@ -9554,7 +9554,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 3.54e-06,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-70b-instruct-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-70b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
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     "azure_ai/Meta-Llama-3.1-8B-Instruct": {
@@ -9566,7 +9566,7 @@
         "max_tokens": 2048,
         "mode": "chat",
         "output_cost_per_token": 6.1e-07,
-        "source": "https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-8b-instruct-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-8b-instruct-offer?tab=PlansAndPrice",
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     "azure_ai/Phi-3-medium-128k-instruct": {
@@ -9756,7 +9756,7 @@
         "supported_endpoints": [
             "/v1/ocr"
         ],
-        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/"
+        "source": "https://ai.azure.com/catalog/models/mistral-document-ai-2512"
     },
     "azure_ai/doc-intelligence/prebuilt-read": {
         "litellm_provider": "azure_ai",
@@ -9967,7 +9967,7 @@
         "mode": "embedding",
         "output_cost_per_token": 0.0,
         "output_vector_size": 3072,
-        "source": "https://azuremarketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/pt-br/marketplace/apps/cohere.cohere-embed-4-offer?tab=PlansAndPrice",
         "supported_endpoints": [
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         ],
@@ -10151,7 +10151,7 @@
         "max_tokens": 8192,
         "mode": "chat",
         "output_cost_per_token": 0.00971,
-        "source": "https://azure.microsoft.com/en-us/products/ai-services/ai-foundry/models/jais-30b-chat"
+        "source": "https://ai.azure.com/catalog/models/jais-30b-chat"
     },
     "azure_ai/jamba-instruct": {
         "input_cost_per_token": 5e-07,
@@ -10208,7 +10208,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 4e-08,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.ministral-3b-2410-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.ministral-3b-2410-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true
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@@ -10231,7 +10231,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 6e-06,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
@@ -10243,7 +10243,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 6e-06,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.mistral-ai-large-2407-offer?tab=Overview",
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
@@ -10280,7 +10280,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 1.5e-07,
-        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-nemo-12b-2407?tab=PlansAndPrice",
+        "source": "https://marketplace.microsoft.com/en/marketplace/apps/000-000.mistral-nemo-12b-2407?tab=PlansAndPrice",
         "supports_function_calling": true
     },
     "azure_ai/mistral-small": {
@@ -12315,7 +12315,8 @@
         "output_cost_per_token": 1e-05,
         "supported_endpoints": [
             "/v1/audio/transcriptions"
-        ]
+        ],
+        "deprecation_date": "2027-02-26"
     },
     "claude-haiku-4-5-20251001": {
         "deprecation_date": "2026-10-15",
@@ -17767,7 +17768,8 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "prompt_cache_min_tokens": 1024
+        "prompt_cache_min_tokens": 1024,
+        "deprecation_date": "2027-01-08"
     },
     "eu.anthropic.claude-opus-4-20250514-v1:0": {
         "cache_creation_input_token_cost": 1.875e-05,
@@ -22843,7 +22845,7 @@
         "output_cost_per_reasoning_token": 3e-06,
         "output_cost_per_token": 3e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -22897,7 +22899,7 @@
         "output_cost_per_reasoning_token": 9e-06,
         "output_cost_per_token": 9e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -22962,7 +22964,7 @@
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23021,7 +23023,7 @@
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
         "rpm": 2000,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23226,7 +23228,7 @@
         "mode": "chat",
         "output_cost_per_reasoning_token": 3e-06,
         "output_cost_per_token": 3e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23310,7 +23312,7 @@
         "mode": "chat",
         "output_cost_per_reasoning_token": 9e-06,
         "output_cost_per_token": 9e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23373,7 +23375,7 @@
         "output_cost_per_token": 3.75e-06,
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -23430,7 +23432,7 @@
         "output_cost_per_token": 3.75e-06,
         "output_cost_per_token_batches": 1.875e-06,
         "output_cost_per_token_flex": 1.875e-06,
-        "source": "https://ai.google.dev/pricing/gemini-3",
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/completions",
@@ -25327,7 +25329,7 @@
         "supports_vision": true
     },
     "gpt-4o-audio-preview": {
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 4e-05,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "openai",
@@ -25650,7 +25652,7 @@
         "supports_vision": true
     },
     "gpt-4o-mini-audio-preview": {
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 1e-05,
         "input_cost_per_token": 1.5e-07,
         "litellm_provider": "openai",
@@ -25688,7 +25690,7 @@
     "gpt-4o-mini-realtime-preview": {
         "cache_creation_input_audio_token_cost": 3e-07,
         "cache_read_input_token_cost": 3e-07,
-        "deprecation_date": "2027-01-20",
+        "deprecation_date": "2026-05-07",
         "input_cost_per_audio_token": 1e-05,
         "input_cost_per_token": 6e-07,
         "litellm_provider": "openai",
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