diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 93e3a033578..02d7c3c66eb 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -63384,6 +63384,73 @@
         "supports_tool_choice": true,
         "supports_vision": true
     },
+    "azure_ai/deepseek-v4.1-flash": {
+        "cache_read_input_token_cost": 8e-09,
+        "input_cost_per_token": 3.75e-07,
+        "litellm_provider": "azure_ai",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 384000,
+        "max_tokens": 384000,
+        "mode": "chat",
+        "output_cost_per_token": 1.5e-06,
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_tool_choice": true,
+        "deprecation_date": "2026-12-15",
+        "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
+    },
+    "azure_ai/muse-spark-1.3": {
+        "cache_read_input_token_cost": 1.5e-07,
+        "input_cost_per_token": 1.25e-06,
+        "litellm_provider": "azure_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 131072,
+        "max_tokens": 131072,
+        "mode": "chat",
+        "output_cost_per_token": 4.25e-06,
+        "source": "https://ai.developer.meta.com/docs/pricing-rate-limits",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
+    "azure_ai/MAI-Image-2.6": {
+        "input_cost_per_image_token": 8e-06,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "azure_ai",
+        "mode": "image_generation",
+        "output_cost_per_image_token": 3.8e-05,
+        "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
+        "supported_endpoints": [
+            "/v1/images/generations",
+            "/v1/images/edits"
+        ]
+    },
+    "azure_ai/MAI-Image-2.6-Flash": {
+        "input_cost_per_image_token": 2.5e-06,
+        "input_cost_per_token": 1.75e-06,
+        "litellm_provider": "azure_ai",
+        "mode": "image_generation",
+        "output_cost_per_image_token": 1.9e-05,
+        "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
+        "supported_endpoints": [
+            "/v1/images/generations",
+            "/v1/images/edits"
+        ]
+    },
     "azure_ai/FW-DeepSeek-V4.1-Flash": {
         "cache_read_input_token_cost": 8e-09,
         "input_cost_per_token": 3.75e-07,
@@ -63445,6 +63512,7 @@
         "supports_tool_choice": true
     },
     "azure_ai/FW-GPT-OSS-120B": {
+        "deprecation_date": "2027-07-01",
         "cache_read_input_token_cost": 8.2e-08,
         "input_cost_per_token": 1.65e-07,
         "litellm_provider": "azure_ai",
@@ -63462,6 +63530,7 @@
         "supports_tool_choice": true
     },
     "azure_ai/Cohere-command-a-plus-05-2026": {
+        "deprecation_date": "2026-10-16",
         "input_cost_per_token": 8e-07,
         "litellm_provider": "azure_ai",
         "max_input_tokens": 128000,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 93e3a033578..02d7c3c66eb 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -63384,6 +63384,73 @@
         "supports_tool_choice": true,
         "supports_vision": true
     },
+    "azure_ai/deepseek-v4.1-flash": {
+        "cache_read_input_token_cost": 8e-09,
+        "input_cost_per_token": 3.75e-07,
+        "litellm_provider": "azure_ai",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 384000,
+        "max_tokens": 384000,
+        "mode": "chat",
+        "output_cost_per_token": 1.5e-06,
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_tool_choice": true,
+        "deprecation_date": "2026-12-15",
+        "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'"
+    },
+    "azure_ai/muse-spark-1.3": {
+        "cache_read_input_token_cost": 1.5e-07,
+        "input_cost_per_token": 1.25e-06,
+        "litellm_provider": "azure_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 131072,
+        "max_tokens": 131072,
+        "mode": "chat",
+        "output_cost_per_token": 4.25e-06,
+        "source": "https://ai.developer.meta.com/docs/pricing-rate-limits",
+        "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/MAI-Image-2.6": {
+        "input_cost_per_image_token": 8e-06,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "azure_ai",
+        "mode": "image_generation",
+        "output_cost_per_image_token": 3.8e-05,
+        "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
+        "supported_endpoints": [
+            "/v1/images/generations",
+            "/v1/images/edits"
+        ]
+    },
+    "azure_ai/MAI-Image-2.6-Flash": {
+        "input_cost_per_image_token": 2.5e-06,
+        "input_cost_per_token": 1.75e-06,
+        "litellm_provider": "azure_ai",
+        "mode": "image_generation",
+        "output_cost_per_image_token": 1.9e-05,
+        "source": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'",
+        "supported_endpoints": [
+            "/v1/images/generations",
+            "/v1/images/edits"
+        ]
+    },
     "azure_ai/FW-DeepSeek-V4.1-Flash": {
         "cache_read_input_token_cost": 8e-09,
         "input_cost_per_token": 3.75e-07,
@@ -63445,6 +63512,7 @@
         "supports_tool_choice": true
     },
     "azure_ai/FW-GPT-OSS-120B": {
+        "deprecation_date": "2027-07-01",
         "cache_read_input_token_cost": 8.2e-08,
         "input_cost_per_token": 1.65e-07,
         "litellm_provider": "azure_ai",
@@ -63462,6 +63530,7 @@
         "supports_tool_choice": true
     },
     "azure_ai/Cohere-command-a-plus-05-2026": {
+        "deprecation_date": "2026-10-16",
         "input_cost_per_token": 8e-07,
         "litellm_provider": "azure_ai",
         "max_input_tokens": 128000,