diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 5b9d96bd6d..d5137e1507 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -614,7 +614,7 @@
     },
     "gpt-5": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -646,7 +646,7 @@
     },
     "gpt-5-mini": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 2.5e-07,
         "output_cost_per_token": 2e-06,
@@ -678,7 +678,7 @@
     },
     "gpt-5-nano": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 5e-08,
         "output_cost_per_token": 4e-07,
@@ -709,14 +709,12 @@
         "supports_reasoning": true
     },
     "gpt-5-chat": {
-        "max_tokens": 32768,
-        "max_input_tokens": 1047576,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 5e-06,
-        "output_cost_per_token": 2e-05,
-        "input_cost_per_token_batches": 2.5e-06,
-        "output_cost_per_token_batches": 1e-05,
-        "cache_read_input_token_cost": 1.25e-06,
+        "max_tokens": 128000,
+        "max_input_tokens": 272000,
+        "max_output_tokens": 128000,
+        "input_cost_per_token": 1.25e-06,
+        "output_cost_per_token": 1e-05,
+        "cache_read_input_token_cost": 1.25e-07,
         "litellm_provider": "openai",
         "mode": "chat",
         "supported_endpoints": [
@@ -739,11 +737,12 @@
         "supports_prompt_caching": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
-        "supports_native_streaming": true
+        "supports_native_streaming": true,
+        "supports_reasoning": true
     },
     "gpt-5-chat-latest": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -775,7 +774,7 @@
     },
     "gpt-5-2025-08-07": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 2720000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -807,7 +806,7 @@
     },
     "gpt-5-mini-2025-08-07": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 2.5e-07,
         "output_cost_per_token": 2e-06,
@@ -839,7 +838,7 @@
     },
     "gpt-5-nano-2025-08-07": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 5e-08,
         "output_cost_per_token": 4e-07,
@@ -2266,7 +2265,7 @@
     },
     "azure/gpt-5": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -2298,7 +2297,7 @@
     },
     "azure/gpt-5-2025-08-07": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,
@@ -2330,7 +2329,7 @@
     },
     "azure/gpt-5-mini": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 2.5e-07,
         "output_cost_per_token": 2e-06,
@@ -2362,7 +2361,7 @@
     },
     "azure/gpt-5-mini-2025-08-07": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 2.5e-07,
         "output_cost_per_token": 2e-06,
@@ -2394,7 +2393,7 @@
     },
     "azure/gpt-5-nano-2025-08-07": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 5e-08,
         "output_cost_per_token": 4e-07,
@@ -2426,7 +2425,7 @@
     },
     "azure/gpt-5-nano": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 272000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 5e-08,
         "output_cost_per_token": 4e-07,
@@ -2457,14 +2456,12 @@
         "supports_reasoning": true
     },
     "azure/gpt-5-chat": {
-        "max_tokens": 32768,
-        "max_input_tokens": 1047576,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 5e-06,
-        "output_cost_per_token": 2e-05,
-        "input_cost_per_token_batches": 2.5e-06,
-        "output_cost_per_token_batches": 1e-05,
-        "cache_read_input_token_cost": 1.25e-06,
+        "max_tokens": 128000,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
+        "input_cost_per_token": 1.25e-06,
+        "output_cost_per_token": 1e-05,
+        "cache_read_input_token_cost": 1.25e-07,
         "litellm_provider": "azure",
         "mode": "chat",
         "supported_endpoints": [
@@ -2487,11 +2484,13 @@
         "supports_prompt_caching": true,
         "supports_system_messages": true,
         "supports_tool_choice": true,
-        "supports_native_streaming": true
+        "supports_native_streaming": true,
+        "supports_reasoning": true,
+        "source": "https://azure.microsoft.com/en-us/blog/gpt-5-in-azure-ai-foundry-the-future-of-ai-apps-and-agents-starts-here/"
     },
     "azure/gpt-5-chat-latest": {
         "max_tokens": 128000,
-        "max_input_tokens": 400000,
+        "max_input_tokens": 128000,
         "max_output_tokens": 128000,
         "input_cost_per_token": 1.25e-06,
         "output_cost_per_token": 1e-05,