diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 2d0985bcb64..e24231b55f5 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -4663,6 +4663,7 @@
     "azure/eu/gpt-4o-realtime-preview-2024-10-01": {
         "cache_creation_input_audio_token_cost": 2.2e-05,
         "cache_read_input_token_cost": 2.75e-06,
+        "deprecation_date": "2025-03-26",
         "input_cost_per_audio_token": 0.00011,
         "input_cost_per_token": 5.5e-06,
         "litellm_provider": "azure",
@@ -4672,6 +4673,7 @@
         "mode": "realtime",
         "output_cost_per_audio_token": 0.00022,
         "output_cost_per_token": 2.2e-05,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_audio_input": true,
         "supports_audio_output": true,
         "supports_function_calling": true,
@@ -6306,6 +6308,7 @@
     "azure/gpt-4o-realtime-preview-2024-10-01": {
         "cache_creation_input_audio_token_cost": 2e-05,
         "cache_read_input_token_cost": 2.5e-06,
+        "deprecation_date": "2025-03-26",
         "input_cost_per_audio_token": 0.0001,
         "input_cost_per_token": 5e-06,
         "litellm_provider": "azure",
@@ -6315,6 +6318,7 @@
         "mode": "realtime",
         "output_cost_per_audio_token": 0.0002,
         "output_cost_per_token": 2e-05,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_audio_input": true,
         "supports_audio_output": true,
         "supports_function_calling": true,
@@ -11093,6 +11097,7 @@
     "azure/us/gpt-4o-realtime-preview-2024-10-01": {
         "cache_creation_input_audio_token_cost": 2.2e-05,
         "cache_read_input_token_cost": 2.75e-06,
+        "deprecation_date": "2025-03-26",
         "input_cost_per_audio_token": 0.00011,
         "input_cost_per_token": 5.5e-06,
         "litellm_provider": "azure",
@@ -11102,6 +11107,7 @@
         "mode": "realtime",
         "output_cost_per_audio_token": 0.00022,
         "output_cost_per_token": 2.2e-05,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_audio_input": true,
         "supports_audio_output": true,
         "supports_function_calling": true,
@@ -12556,6 +12562,7 @@
         "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models"
     },
     "azure_ai/jamba-instruct": {
+        "deprecation_date": "2025-03-01",
         "input_cost_per_token": 5e-07,
         "litellm_provider": "azure_ai",
         "max_input_tokens": 70000,
@@ -12563,6 +12570,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 7e-07,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_tool_choice": true
     },
     "azure_ai/kimi-k2.5": {
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 2d0985bcb64..e24231b55f5 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -4663,6 +4663,7 @@
     "azure/eu/gpt-4o-realtime-preview-2024-10-01": {
         "cache_creation_input_audio_token_cost": 2.2e-05,
         "cache_read_input_token_cost": 2.75e-06,
+        "deprecation_date": "2025-03-26",
         "input_cost_per_audio_token": 0.00011,
         "input_cost_per_token": 5.5e-06,
         "litellm_provider": "azure",
@@ -4672,6 +4673,7 @@
         "mode": "realtime",
         "output_cost_per_audio_token": 0.00022,
         "output_cost_per_token": 2.2e-05,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_audio_input": true,
         "supports_audio_output": true,
         "supports_function_calling": true,
@@ -6306,6 +6308,7 @@
     "azure/gpt-4o-realtime-preview-2024-10-01": {
         "cache_creation_input_audio_token_cost": 2e-05,
         "cache_read_input_token_cost": 2.5e-06,
+        "deprecation_date": "2025-03-26",
         "input_cost_per_audio_token": 0.0001,
         "input_cost_per_token": 5e-06,
         "litellm_provider": "azure",
@@ -6315,6 +6318,7 @@
         "mode": "realtime",
         "output_cost_per_audio_token": 0.0002,
         "output_cost_per_token": 2e-05,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_audio_input": true,
         "supports_audio_output": true,
         "supports_function_calling": true,
@@ -11093,6 +11097,7 @@
     "azure/us/gpt-4o-realtime-preview-2024-10-01": {
         "cache_creation_input_audio_token_cost": 2.2e-05,
         "cache_read_input_token_cost": 2.75e-06,
+        "deprecation_date": "2025-03-26",
         "input_cost_per_audio_token": 0.00011,
         "input_cost_per_token": 5.5e-06,
         "litellm_provider": "azure",
@@ -11102,6 +11107,7 @@
         "mode": "realtime",
         "output_cost_per_audio_token": 0.00022,
         "output_cost_per_token": 2.2e-05,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_audio_input": true,
         "supports_audio_output": true,
         "supports_function_calling": true,
@@ -12556,6 +12562,7 @@
         "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models"
     },
     "azure_ai/jamba-instruct": {
+        "deprecation_date": "2025-03-01",
         "input_cost_per_token": 5e-07,
         "litellm_provider": "azure_ai",
         "max_input_tokens": 70000,
@@ -12563,6 +12570,7 @@
         "max_tokens": 4096,
         "mode": "chat",
         "output_cost_per_token": 7e-07,
+        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/retired-models",
         "supports_tool_choice": true
     },
     "azure_ai/kimi-k2.5": {