diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index b08b72a5434..0c55e3e45bf 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -86905,5 +86905,123 @@
         "mode": "rerank",
         "output_cost_per_token": 0.0,
         "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/us/gpt-realtime-2.1": {
+        "cache_read_input_audio_token_cost": 4.4e-07,
+        "cache_read_input_image_token_cost": 5.5e-07,
+        "cache_read_input_token_cost": 4.4e-07,
+        "deprecation_date": "2027-06-25",
+        "deprecation_source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "input_cost_per_audio_token": 3.52e-05,
+        "input_cost_per_image_token": 5.5e-06,
+        "input_cost_per_token": 4.4e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 32000,
+        "max_output_tokens": 4096,
+        "mode": "realtime",
+        "output_cost_per_audio_token": 7.04e-05,
+        "output_cost_per_token": 2.64e-05,
+        "provider_specific_entry": {
+            "realtime_ga_only": 1
+        },
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/realtime"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "audio"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
+    },
+    "azure/us/gpt-realtime-2.1-mini": {
+        "cache_read_input_audio_token_cost": 3.3e-07,
+        "cache_read_input_image_token_cost": 8.8e-08,
+        "cache_read_input_token_cost": 6.6e-08,
+        "deprecation_date": "2027-06-25",
+        "deprecation_source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "input_cost_per_audio_token": 1.1e-05,
+        "input_cost_per_image_token": 8.8e-07,
+        "input_cost_per_token": 6.6e-07,
+        "litellm_provider": "azure",
+        "max_input_tokens": 32000,
+        "max_output_tokens": 4096,
+        "mode": "realtime",
+        "output_cost_per_audio_token": 2.2e-05,
+        "output_cost_per_token": 2.64e-06,
+        "provider_specific_entry": {
+            "realtime_ga_only": 1
+        },
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/realtime"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "audio"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
+    },
+    "azure/us/gpt-realtime-1.5": {
+        "cache_read_input_audio_token_cost": 4.4e-07,
+        "cache_read_input_image_token_cost": 5.5e-07,
+        "cache_read_input_token_cost": 4.4e-07,
+        "deprecation_date": "2027-08-24",
+        "deprecation_source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "input_cost_per_audio_token": 3.52e-05,
+        "input_cost_per_image_token": 5.5e-06,
+        "input_cost_per_token": 4.4e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 32000,
+        "max_output_tokens": 4096,
+        "mode": "realtime",
+        "output_cost_per_audio_token": 7.04e-05,
+        "output_cost_per_token": 1.76e-05,
+        "provider_specific_entry": {
+            "realtime_ga_only": 1
+        },
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/realtime"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "audio"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
     }
 }
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index b08b72a5434..0c55e3e45bf 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -86905,5 +86905,123 @@
         "mode": "rerank",
         "output_cost_per_token": 0.0,
         "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/us/gpt-realtime-2.1": {
+        "cache_read_input_audio_token_cost": 4.4e-07,
+        "cache_read_input_image_token_cost": 5.5e-07,
+        "cache_read_input_token_cost": 4.4e-07,
+        "deprecation_date": "2027-06-25",
+        "deprecation_source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "input_cost_per_audio_token": 3.52e-05,
+        "input_cost_per_image_token": 5.5e-06,
+        "input_cost_per_token": 4.4e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 32000,
+        "max_output_tokens": 4096,
+        "mode": "realtime",
+        "output_cost_per_audio_token": 7.04e-05,
+        "output_cost_per_token": 2.64e-05,
+        "provider_specific_entry": {
+            "realtime_ga_only": 1
+        },
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/realtime"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "audio"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
+    },
+    "azure/us/gpt-realtime-2.1-mini": {
+        "cache_read_input_audio_token_cost": 3.3e-07,
+        "cache_read_input_image_token_cost": 8.8e-08,
+        "cache_read_input_token_cost": 6.6e-08,
+        "deprecation_date": "2027-06-25",
+        "deprecation_source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "input_cost_per_audio_token": 1.1e-05,
+        "input_cost_per_image_token": 8.8e-07,
+        "input_cost_per_token": 6.6e-07,
+        "litellm_provider": "azure",
+        "max_input_tokens": 32000,
+        "max_output_tokens": 4096,
+        "mode": "realtime",
+        "output_cost_per_audio_token": 2.2e-05,
+        "output_cost_per_token": 2.64e-06,
+        "provider_specific_entry": {
+            "realtime_ga_only": 1
+        },
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/realtime"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "audio"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
+    },
+    "azure/us/gpt-realtime-1.5": {
+        "cache_read_input_audio_token_cost": 4.4e-07,
+        "cache_read_input_image_token_cost": 5.5e-07,
+        "cache_read_input_token_cost": 4.4e-07,
+        "deprecation_date": "2027-08-24",
+        "deprecation_source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "input_cost_per_audio_token": 3.52e-05,
+        "input_cost_per_image_token": 5.5e-06,
+        "input_cost_per_token": 4.4e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 32000,
+        "max_output_tokens": 4096,
+        "mode": "realtime",
+        "output_cost_per_audio_token": 7.04e-05,
+        "output_cost_per_token": 1.76e-05,
+        "provider_specific_entry": {
+            "realtime_ga_only": 1
+        },
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/realtime"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "audio"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
     }
 }