diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index accabcf85d3..d3ff6e97c4a 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -3740,6 +3740,21 @@
         "supports_vision": true,
         "supports_web_search": true
     },
+    "azure_ai/gpt-image-2": {
+        "cache_read_input_image_token_cost": 2e-06,
+        "cache_read_input_token_cost": 1.25e-06,
+        "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": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/images/generations",
+            "/v1/images/edits"
+        ],
+        "supports_vision": true
+    },
     "azure_ai/codex-mini": {
         "cache_read_input_token_cost": 3.75e-07,
         "deprecation_date": "2026-11-15",
@@ -21891,6 +21906,7 @@
         "supports_tool_choice": true
     },
     "deepseek/deepseek-coder": {
+        "cache_read_input_token_cost": 1.4e-08,
         "input_cost_per_token": 1.4e-07,
         "input_cost_per_token_cache_hit": 1.4e-08,
         "litellm_provider": "deepseek",
@@ -21905,6 +21921,7 @@
         "supports_tool_choice": true
     },
     "deepseek/deepseek-r1": {
+        "cache_read_input_token_cost": 1.4e-07,
         "input_cost_per_token": 5.5e-07,
         "input_cost_per_token_cache_hit": 1.4e-07,
         "litellm_provider": "deepseek",
@@ -21960,6 +21977,7 @@
         "supports_tool_choice": true
     },
     "deepseek/deepseek-v3.2": {
+        "cache_read_input_token_cost": 2.8e-08,
         "input_cost_per_token": 2.8e-07,
         "input_cost_per_token_cache_hit": 2.8e-08,
         "litellm_provider": "deepseek",
@@ -23678,6 +23696,25 @@
         "supports_tool_choice": true,
         "supports_vision": false
     },
+    "fireworks_ai/deepseek-v4-pro-0813": {
+        "cache_read_input_token_cost": 4.4e-08,
+        "cache_read_input_token_cost_priority": 5.5e-08,
+        "input_cost_per_token": 1.32e-06,
+        "input_cost_per_token_priority": 1.65e-06,
+        "litellm_provider": "fireworks_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 131072,
+        "max_tokens": 131072,
+        "mode": "chat",
+        "output_cost_per_token": 3.96e-06,
+        "output_cost_per_token_priority": 4.95e-06,
+        "source": "https://api.fireworks.ai/v1/serverless/models",
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": false
+    },
     "fireworks_ai/accounts/fireworks/models/firefunction-v2": {
         "input_cost_per_token": 9e-07,
         "litellm_provider": "fireworks_ai",
@@ -24064,7 +24101,7 @@
         "supports_reasoning": true,
         "supports_response_schema": true,
         "supports_tool_choice": true,
-        "supports_vision": true
+        "supports_vision": false
     },
     "fireworks_ai/accounts/fireworks/models/mixtral-8x22b-instruct-hf": {
         "input_cost_per_token": 1.2e-06,
@@ -24390,7 +24427,7 @@
         "supports_reasoning": true,
         "supports_response_schema": true,
         "supports_tool_choice": true,
-        "supports_vision": true
+        "supports_vision": false
     },
     "fireworks_ai/qwen3p7-plus": {
         "cache_read_input_token_cost": 8e-08,
@@ -41353,6 +41390,7 @@
         "supports_web_search": false
     },
     "openrouter/deepseek/deepseek-v3.2-exp": {
+        "cache_read_input_token_cost": 2e-08,
         "input_cost_per_token": 2.7e-07,
         "input_cost_per_token_cache_hit": 2e-08,
         "litellm_provider": "openrouter",
@@ -41374,6 +41412,7 @@
         "supports_web_search": false
     },
     "openrouter/deepseek/deepseek-r1": {
+        "cache_read_input_token_cost": 1.4e-07,
         "input_cost_per_token": 7e-07,
         "input_cost_per_token_cache_hit": 1.4e-07,
         "litellm_provider": "openrouter",
@@ -46169,8 +46208,8 @@
     "together_ai/zai-org/GLM-4.6": {
         "input_cost_per_token": 6e-07,
         "litellm_provider": "together_ai",
-        "max_input_tokens": 200000,
-        "max_tokens": 200000,
+        "max_input_tokens": 202752,
+        "max_tokens": 202752,
         "metadata": {
             "successor": "together_ai/zai-org/GLM-5.2"
         },
@@ -46186,8 +46225,8 @@
         "deprecation_date": "2026-04-02",
         "input_cost_per_token": 4.5e-07,
         "litellm_provider": "together_ai",
-        "max_input_tokens": 200000,
-        "max_tokens": 200000,
+        "max_input_tokens": 202752,
+        "max_tokens": 202752,
         "metadata": {
             "successor": "together_ai/zai-org/GLM-5.2"
         },
@@ -64093,6 +64132,25 @@
         "supports_tool_choice": true,
         "supports_vision": false
     },
+    "fireworks_ai/glm-5p3": {
+        "cache_read_input_token_cost": 2.6e-07,
+        "cache_read_input_token_cost_priority": 3.25e-07,
+        "input_cost_per_token": 1.4e-06,
+        "input_cost_per_token_priority": 1.75e-06,
+        "litellm_provider": "fireworks_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 4.4e-06,
+        "output_cost_per_token_priority": 5.5e-06,
+        "source": "https://api.fireworks.ai/v1/serverless/models",
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": false
+    },
     "fireworks_ai/accounts/fireworks/routers/glm-5p3-fast": {
         "cache_read_input_token_cost": 3.9e-07,
         "input_cost_per_token": 2.1e-06,
@@ -64140,6 +64198,23 @@
         "supports_tool_choice": true,
         "supports_vision": true
     },
+    "fireworks_ai/glm-5p3-flash": {
+        "cache_read_input_token_cost": 3e-08,
+        "cache_read_input_token_cost_priority": 3.75e-08,
+        "input_cost_per_token": 1.5e-07,
+        "input_cost_per_token_priority": 1.875e-07,
+        "litellm_provider": "fireworks_ai",
+        "max_input_tokens": 1048576,
+        "max_tokens": 1048576,
+        "mode": "chat",
+        "output_cost_per_token": 5e-07,
+        "output_cost_per_token_priority": 6.25e-07,
+        "source": "https://api.fireworks.ai/v1/serverless/models",
+        "supports_function_calling": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
     "fireworks_ai/accounts/fireworks/models/inkling": {
         "cache_read_input_token_cost": 1.7e-07,
         "input_cost_per_token": 1e-06,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index accabcf85d3..d3ff6e97c4a 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -3740,6 +3740,21 @@
         "supports_vision": true,
         "supports_web_search": true
     },
+    "azure_ai/gpt-image-2": {
+        "cache_read_input_image_token_cost": 2e-06,
+        "cache_read_input_token_cost": 1.25e-06,
+        "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": 3e-05,
+        "source": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
+        "supported_endpoints": [
+            "/v1/images/generations",
+            "/v1/images/edits"
+        ],
+        "supports_vision": true
+    },
     "azure_ai/codex-mini": {
         "cache_read_input_token_cost": 3.75e-07,
         "deprecation_date": "2026-11-15",
@@ -21891,6 +21906,7 @@
         "supports_tool_choice": true
     },
     "deepseek/deepseek-coder": {
+        "cache_read_input_token_cost": 1.4e-08,
         "input_cost_per_token": 1.4e-07,
         "input_cost_per_token_cache_hit": 1.4e-08,
         "litellm_provider": "deepseek",
@@ -21905,6 +21921,7 @@
         "supports_tool_choice": true
     },
     "deepseek/deepseek-r1": {
+        "cache_read_input_token_cost": 1.4e-07,
         "input_cost_per_token": 5.5e-07,
         "input_cost_per_token_cache_hit": 1.4e-07,
         "litellm_provider": "deepseek",
@@ -21960,6 +21977,7 @@
         "supports_tool_choice": true
     },
     "deepseek/deepseek-v3.2": {
+        "cache_read_input_token_cost": 2.8e-08,
         "input_cost_per_token": 2.8e-07,
         "input_cost_per_token_cache_hit": 2.8e-08,
         "litellm_provider": "deepseek",
@@ -23678,6 +23696,25 @@
         "supports_tool_choice": true,
         "supports_vision": false
     },
+    "fireworks_ai/deepseek-v4-pro-0813": {
+        "cache_read_input_token_cost": 4.4e-08,
+        "cache_read_input_token_cost_priority": 5.5e-08,
+        "input_cost_per_token": 1.32e-06,
+        "input_cost_per_token_priority": 1.65e-06,
+        "litellm_provider": "fireworks_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 131072,
+        "max_tokens": 131072,
+        "mode": "chat",
+        "output_cost_per_token": 3.96e-06,
+        "output_cost_per_token_priority": 4.95e-06,
+        "source": "https://api.fireworks.ai/v1/serverless/models",
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": false
+    },
     "fireworks_ai/accounts/fireworks/models/firefunction-v2": {
         "input_cost_per_token": 9e-07,
         "litellm_provider": "fireworks_ai",
@@ -24064,7 +24101,7 @@
         "supports_reasoning": true,
         "supports_response_schema": true,
         "supports_tool_choice": true,
-        "supports_vision": true
+        "supports_vision": false
     },
     "fireworks_ai/accounts/fireworks/models/mixtral-8x22b-instruct-hf": {
         "input_cost_per_token": 1.2e-06,
@@ -24390,7 +24427,7 @@
         "supports_reasoning": true,
         "supports_response_schema": true,
         "supports_tool_choice": true,
-        "supports_vision": true
+        "supports_vision": false
     },
     "fireworks_ai/qwen3p7-plus": {
         "cache_read_input_token_cost": 8e-08,
@@ -41353,6 +41390,7 @@
         "supports_web_search": false
     },
     "openrouter/deepseek/deepseek-v3.2-exp": {
+        "cache_read_input_token_cost": 2e-08,
         "input_cost_per_token": 2.7e-07,
         "input_cost_per_token_cache_hit": 2e-08,
         "litellm_provider": "openrouter",
@@ -41374,6 +41412,7 @@
         "supports_web_search": false
     },
     "openrouter/deepseek/deepseek-r1": {
+        "cache_read_input_token_cost": 1.4e-07,
         "input_cost_per_token": 7e-07,
         "input_cost_per_token_cache_hit": 1.4e-07,
         "litellm_provider": "openrouter",
@@ -46169,8 +46208,8 @@
     "together_ai/zai-org/GLM-4.6": {
         "input_cost_per_token": 6e-07,
         "litellm_provider": "together_ai",
-        "max_input_tokens": 200000,
-        "max_tokens": 200000,
+        "max_input_tokens": 202752,
+        "max_tokens": 202752,
         "metadata": {
             "successor": "together_ai/zai-org/GLM-5.2"
         },
@@ -46186,8 +46225,8 @@
         "deprecation_date": "2026-04-02",
         "input_cost_per_token": 4.5e-07,
         "litellm_provider": "together_ai",
-        "max_input_tokens": 200000,
-        "max_tokens": 200000,
+        "max_input_tokens": 202752,
+        "max_tokens": 202752,
         "metadata": {
             "successor": "together_ai/zai-org/GLM-5.2"
         },
@@ -64093,6 +64132,25 @@
         "supports_tool_choice": true,
         "supports_vision": false
     },
+    "fireworks_ai/glm-5p3": {
+        "cache_read_input_token_cost": 2.6e-07,
+        "cache_read_input_token_cost_priority": 3.25e-07,
+        "input_cost_per_token": 1.4e-06,
+        "input_cost_per_token_priority": 1.75e-06,
+        "litellm_provider": "fireworks_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 4.4e-06,
+        "output_cost_per_token_priority": 5.5e-06,
+        "source": "https://api.fireworks.ai/v1/serverless/models",
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": false
+    },
     "fireworks_ai/accounts/fireworks/routers/glm-5p3-fast": {
         "cache_read_input_token_cost": 3.9e-07,
         "input_cost_per_token": 2.1e-06,
@@ -64140,6 +64198,23 @@
         "supports_tool_choice": true,
         "supports_vision": true
     },
+    "fireworks_ai/glm-5p3-flash": {
+        "cache_read_input_token_cost": 3e-08,
+        "cache_read_input_token_cost_priority": 3.75e-08,
+        "input_cost_per_token": 1.5e-07,
+        "input_cost_per_token_priority": 1.875e-07,
+        "litellm_provider": "fireworks_ai",
+        "max_input_tokens": 1048576,
+        "max_tokens": 1048576,
+        "mode": "chat",
+        "output_cost_per_token": 5e-07,
+        "output_cost_per_token_priority": 6.25e-07,
+        "source": "https://api.fireworks.ai/v1/serverless/models",
+        "supports_function_calling": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
     "fireworks_ai/accounts/fireworks/models/inkling": {
         "cache_read_input_token_cost": 1.7e-07,
         "input_cost_per_token": 1e-06,
diff --git a/model_prices_and_context_window.schema.json b/model_prices_and_context_window.schema.json
index 44b2569defd..aaf4d81bcc7 100644
--- a/model_prices_and_context_window.schema.json
+++ b/model_prices_and_context_window.schema.json
@@ -137,6 +137,10 @@
           "type": "number",
           "minimum": 0
         },
+        "cache_read_input_image_token_cost": {
+          "type": "number",
+          "minimum": 0
+        },
         "cache_read_input_token_cost": {
           "type": "number",
           "minimum": 0,