diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index f53b2e5dbd7..47dd58c5037 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -4691,9 +4691,9 @@
         "max_output_tokens": 4096,
         "max_tokens": 4096,
         "mode": "realtime",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 8.8e-05,
         "output_cost_per_token": 2.2e-05,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_modalities": [
             "text",
             "audio"
@@ -5752,14 +5752,14 @@
     },
     "azure/gpt-audio-1.5": {
         "deprecation_date": "2027-08-24",
-        "input_cost_per_audio_token": 4e-05,
+        "input_cost_per_audio_token": 3.2e-05,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 6.4e-05,
         "output_cost_per_token": 1e-05,
         "supported_endpoints": [
             "/v1/chat/completions"
@@ -5781,19 +5781,20 @@
         "supports_system_messages": true,
         "supports_tool_choice": true,
         "supports_vision": false,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/gpt-audio-1.5-2026-02-23": {
         "deprecation_date": "2027-08-24",
-        "input_cost_per_audio_token": 4e-05,
+        "input_cost_per_audio_token": 3.2e-05,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 6.4e-05,
         "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/chat/completions"
         ],
@@ -5948,15 +5949,16 @@
         "supports_vision": true
     },
     "azure/gpt-4o-mini-audio-preview-2024-12-17": {
-        "input_cost_per_audio_token": 4e-05,
-        "input_cost_per_token": 2.5e-06,
+        "input_cost_per_audio_token": 1e-05,
+        "input_cost_per_token": 1.5e-07,
         "litellm_provider": "azure",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
-        "output_cost_per_audio_token": 8e-05,
-        "output_cost_per_token": 1e-05,
+        "output_cost_per_audio_token": 2e-05,
+        "output_cost_per_token": 6e-07,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/chat/completions"
         ],
@@ -6355,27 +6357,28 @@
     },
     "azure/gpt-4o-transcribe": {
         "deprecation_date": "2026-10-15",
-        "input_cost_per_audio_token": 2.5e-06,
+        "input_cost_per_audio_token": 6e-06,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 16000,
         "max_output_tokens": 2000,
         "mode": "audio_transcription",
         "output_cost_per_token": 1e-05,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/audio/transcriptions"
         ]
     },
     "azure/gpt-4o-transcribe-diarize": {
         "deprecation_date": "2027-04-15",
-        "input_cost_per_audio_token": 2.5e-06,
+        "input_cost_per_audio_token": 6e-06,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 16000,
         "max_output_tokens": 2000,
         "mode": "audio_transcription",
         "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/audio/transcriptions"
         ]
@@ -10325,6 +10328,7 @@
         "cache_read_input_token_cost_batches": 1e-08
     },
     "azure/gpt-image-1": {
+        "cache_read_input_image_token_cost": 2.5e-06,
         "cache_read_input_token_cost": 1.25e-06,
         "deprecation_date": "2026-10-23",
         "input_cost_per_image_token": 1e-05,
@@ -10332,28 +10336,32 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 4e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/hd/1024-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 7.629e-08,
+        "input_cost_per_pixel": 8.39233e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/hd/1024-x-1792/dall-e-3": {
-        "input_cost_per_pixel": 6.539e-08,
+        "input_cost_per_pixel": 7.19343e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/hd/1792-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 6.539e-08,
+        "input_cost_per_pixel": 7.19343e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/high/1024-x-1024/gpt-image-1": {
         "deprecation_date": "2026-10-23",
@@ -10446,6 +10454,7 @@
         ]
     },
     "azure/gpt-image-1-mini": {
+        "cache_read_input_image_token_cost": 2.5e-07,
         "cache_read_input_token_cost": 2e-07,
         "deprecation_date": "2027-04-07",
         "input_cost_per_image_token": 2.5e-06,
@@ -10453,12 +10462,14 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 8e-06,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/gpt-image-1.5": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2026-12-16",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10466,12 +10477,15 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3.2e-05,
+        "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/gpt-image-1.5-2025-12-16": {
+        "cache_read_input_image_token_cost": 2e-06,
         "cache_read_input_token_cost": 1.25e-06,
         "deprecation_date": "2026-12-16",
         "input_cost_per_token": 5e-06,
@@ -10479,12 +10493,15 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3.2e-05,
+        "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/gpt-image-2": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2027-10-21",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10492,6 +10509,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10500,6 +10518,7 @@
         "supports_pdf_input": true
     },
     "azure/gpt-image-2.5-flare": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2027-09-09",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10507,6 +10526,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10515,6 +10535,7 @@
         "supports_pdf_input": true
     },
     "azure/gpt-image-2.5-sunburst": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2027-09-09",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10522,6 +10543,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10530,6 +10552,7 @@
         "supports_pdf_input": true
     },
     "azure/gpt-image-2-2026-04-21": {
+        "cache_read_input_image_token_cost": 2e-06,
         "cache_read_input_token_cost": 1.25e-06,
         "deprecation_date": "2027-10-21",
         "input_cost_per_token": 5e-06,
@@ -10537,6 +10560,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10983,22 +11007,25 @@
         "output_cost_per_token": 0.0
     },
     "azure/standard/1024-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 3.81469e-08,
+        "input_cost_per_pixel": 4.19617e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/standard/1024-x-1792/dall-e-3": {
-        "input_cost_per_pixel": 4.359e-08,
+        "input_cost_per_pixel": 4.79562e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/standard/1792-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 4.359e-08,
+        "input_cost_per_pixel": 4.79562e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/text-embedding-3-large": {
         "deprecation_date": "2028-02-09",
@@ -11284,9 +11311,9 @@
         "max_output_tokens": 4096,
         "max_tokens": 4096,
         "mode": "realtime",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 8.8e-05,
         "output_cost_per_token": 2.2e-05,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_modalities": [
             "text",
             "audio"
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index f53b2e5dbd7..47dd58c5037 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -4691,9 +4691,9 @@
         "max_output_tokens": 4096,
         "max_tokens": 4096,
         "mode": "realtime",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 8.8e-05,
         "output_cost_per_token": 2.2e-05,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_modalities": [
             "text",
             "audio"
@@ -5752,14 +5752,14 @@
     },
     "azure/gpt-audio-1.5": {
         "deprecation_date": "2027-08-24",
-        "input_cost_per_audio_token": 4e-05,
+        "input_cost_per_audio_token": 3.2e-05,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 6.4e-05,
         "output_cost_per_token": 1e-05,
         "supported_endpoints": [
             "/v1/chat/completions"
@@ -5781,19 +5781,20 @@
         "supports_system_messages": true,
         "supports_tool_choice": true,
         "supports_vision": false,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/gpt-audio-1.5-2026-02-23": {
         "deprecation_date": "2027-08-24",
-        "input_cost_per_audio_token": 4e-05,
+        "input_cost_per_audio_token": 3.2e-05,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 6.4e-05,
         "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/chat/completions"
         ],
@@ -5948,15 +5949,16 @@
         "supports_vision": true
     },
     "azure/gpt-4o-mini-audio-preview-2024-12-17": {
-        "input_cost_per_audio_token": 4e-05,
-        "input_cost_per_token": 2.5e-06,
+        "input_cost_per_audio_token": 1e-05,
+        "input_cost_per_token": 1.5e-07,
         "litellm_provider": "azure",
         "max_input_tokens": 128000,
         "max_output_tokens": 16384,
         "max_tokens": 16384,
         "mode": "chat",
-        "output_cost_per_audio_token": 8e-05,
-        "output_cost_per_token": 1e-05,
+        "output_cost_per_audio_token": 2e-05,
+        "output_cost_per_token": 6e-07,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/chat/completions"
         ],
@@ -6355,27 +6357,28 @@
     },
     "azure/gpt-4o-transcribe": {
         "deprecation_date": "2026-10-15",
-        "input_cost_per_audio_token": 2.5e-06,
+        "input_cost_per_audio_token": 6e-06,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 16000,
         "max_output_tokens": 2000,
         "mode": "audio_transcription",
         "output_cost_per_token": 1e-05,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/audio/transcriptions"
         ]
     },
     "azure/gpt-4o-transcribe-diarize": {
         "deprecation_date": "2027-04-15",
-        "input_cost_per_audio_token": 2.5e-06,
+        "input_cost_per_audio_token": 6e-06,
         "input_cost_per_token": 2.5e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 16000,
         "max_output_tokens": 2000,
         "mode": "audio_transcription",
         "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/audio/transcriptions"
         ]
@@ -10325,6 +10328,7 @@
         "cache_read_input_token_cost_batches": 1e-08
     },
     "azure/gpt-image-1": {
+        "cache_read_input_image_token_cost": 2.5e-06,
         "cache_read_input_token_cost": 1.25e-06,
         "deprecation_date": "2026-10-23",
         "input_cost_per_image_token": 1e-05,
@@ -10332,28 +10336,32 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 4e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/hd/1024-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 7.629e-08,
+        "input_cost_per_pixel": 8.39233e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/hd/1024-x-1792/dall-e-3": {
-        "input_cost_per_pixel": 6.539e-08,
+        "input_cost_per_pixel": 7.19343e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/hd/1792-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 6.539e-08,
+        "input_cost_per_pixel": 7.19343e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/high/1024-x-1024/gpt-image-1": {
         "deprecation_date": "2026-10-23",
@@ -10446,6 +10454,7 @@
         ]
     },
     "azure/gpt-image-1-mini": {
+        "cache_read_input_image_token_cost": 2.5e-07,
         "cache_read_input_token_cost": 2e-07,
         "deprecation_date": "2027-04-07",
         "input_cost_per_image_token": 2.5e-06,
@@ -10453,12 +10462,14 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 8e-06,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/gpt-image-1.5": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2026-12-16",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10466,12 +10477,15 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3.2e-05,
+        "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/gpt-image-1.5-2025-12-16": {
+        "cache_read_input_image_token_cost": 2e-06,
         "cache_read_input_token_cost": 1.25e-06,
         "deprecation_date": "2026-12-16",
         "input_cost_per_token": 5e-06,
@@ -10479,12 +10493,15 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3.2e-05,
+        "output_cost_per_token": 1e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
         ]
     },
     "azure/gpt-image-2": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2027-10-21",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10492,6 +10509,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10500,6 +10518,7 @@
         "supports_pdf_input": true
     },
     "azure/gpt-image-2.5-flare": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2027-09-09",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10507,6 +10526,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10515,6 +10535,7 @@
         "supports_pdf_input": true
     },
     "azure/gpt-image-2.5-sunburst": {
+        "cache_read_input_image_token_cost": 2e-06,
         "deprecation_date": "2027-09-09",
         "cache_read_input_token_cost": 1.25e-06,
         "input_cost_per_token": 5e-06,
@@ -10522,6 +10543,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10530,6 +10552,7 @@
         "supports_pdf_input": true
     },
     "azure/gpt-image-2-2026-04-21": {
+        "cache_read_input_image_token_cost": 2e-06,
         "cache_read_input_token_cost": 1.25e-06,
         "deprecation_date": "2027-10-21",
         "input_cost_per_token": 5e-06,
@@ -10537,6 +10560,7 @@
         "litellm_provider": "azure",
         "mode": "image_generation",
         "output_cost_per_image_token": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
@@ -10983,22 +11007,25 @@
         "output_cost_per_token": 0.0
     },
     "azure/standard/1024-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 3.81469e-08,
+        "input_cost_per_pixel": 4.19617e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/standard/1024-x-1792/dall-e-3": {
-        "input_cost_per_pixel": 4.359e-08,
+        "input_cost_per_pixel": 4.79562e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/standard/1792-x-1024/dall-e-3": {
-        "input_cost_per_pixel": 4.359e-08,
+        "input_cost_per_pixel": 4.79562e-08,
         "litellm_provider": "azure",
         "mode": "image_generation",
-        "output_cost_per_token": 0.0
+        "output_cost_per_token": 0.0,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/"
     },
     "azure/text-embedding-3-large": {
         "deprecation_date": "2028-02-09",
@@ -11284,9 +11311,9 @@
         "max_output_tokens": 4096,
         "max_tokens": 4096,
         "mode": "realtime",
-        "output_cost_per_audio_token": 8e-05,
+        "output_cost_per_audio_token": 8.8e-05,
         "output_cost_per_token": 2.2e-05,
-        "source": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/azure-openai/",
         "supported_modalities": [
             "text",
             "audio"