diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 93bcfc9b120..24dfef170c3 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -27474,6 +27474,253 @@
         "supports_vision": true,
         "tpm": 10000000
     },
+    "gemini/gemini-3-pro-image-preview": {
+        "input_cost_per_image": 0.0011,
+        "input_cost_per_token": 2e-06,
+        "input_cost_per_token_batches": 1e-06,
+        "input_cost_per_token_flex": 1e-06,
+        "input_cost_per_token_priority": 3.6e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 131072,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "image_generation",
+        "output_cost_per_image": 0.134,
+        "output_cost_per_image_token": 0.00012,
+        "output_cost_per_token": 1.2e-05,
+        "rpm": 1000,
+        "tpm": 4000000,
+        "output_cost_per_token_batches": 6e-06,
+        "output_cost_per_token_flex": 6e-06,
+        "output_cost_per_token_priority": 2.16e-05,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "image"
+        ],
+        "supports_function_calling": false,
+        "supports_prompt_caching": true,
+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "supports_reasoning": false
+    },
+    "gemini/gemini-3.1-flash-image-preview": {
+        "input_cost_per_token": 5e-07,
+        "input_cost_per_token_batches": 2.5e-07,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 65536,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "image_generation",
+        "output_cost_per_image": 0.045,
+        "output_cost_per_image_token": 6e-05,
+        "output_cost_per_token": 3e-06,
+        "output_cost_per_token_batches": 1.5e-06,
+        "rpm": 1000,
+        "tpm": 4000000,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "image"
+        ],
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+        "supports_prompt_caching": true,
+        "supports_reasoning": false,
+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query"
+    },
+    "gemini/gemini-3.1-flash-lite-preview": {
+        "cache_read_input_audio_token_cost": 5e-08,
+        "cache_read_input_token_cost": 2.5e-08,
+        "cache_read_input_token_cost_batches": 1.25e-08,
+        "cache_read_input_token_cost_flex": 1.25e-08,
+        "cache_read_input_token_cost_priority": 4.5e-08,
+        "input_cost_per_audio_token": 5e-07,
+        "input_cost_per_token": 2.5e-07,
+        "input_cost_per_token_batches": 1.25e-07,
+        "input_cost_per_token_flex": 1.25e-07,
+        "input_cost_per_token_priority": 4.5e-07,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 1.5e-06,
+        "output_cost_per_token": 1.5e-06,
+        "output_cost_per_token_batches": 7.5e-07,
+        "output_cost_per_token_flex": 7.5e-07,
+        "output_cost_per_token_priority": 2.7e-06,
+        "rpm": 15,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": false,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_url_context": true,
+        "supports_video_input": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_native_streaming": true,
+        "tpm": 250000,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "google_maps_grounding_cost_per_query": 0.014,
+        "input_cost_per_audio_token_batches": 2.5e-07
+    },
+    "gemini/gemini-embedding-2-preview": {
+        "input_cost_per_audio_token": 6.5e-06,
+        "input_cost_per_audio_token_batches": 3.25e-06,
+        "input_cost_per_image_token": 4.5e-07,
+        "input_cost_per_image_token_batches": 2.25e-07,
+        "input_cost_per_token": 2e-07,
+        "input_cost_per_token_batches": 1e-07,
+        "input_cost_per_video_token": 1.2e-05,
+        "input_cost_per_video_token_batches": 6e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 8192,
+        "max_tokens": 8192,
+        "mode": "embedding",
+        "output_cost_per_token": 0,
+        "output_vector_size": 3072,
+        "rpm": 10000,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supports_audio_input": true,
+        "supports_multimodal": true,
+        "supports_vision": true,
+        "tpm": 10000000
+    },
+    "gemini/deep-research-preview-04-2026": {
+        "input_cost_per_token": 2e-06,
+        "input_cost_per_token_batches": 1e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 131072,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_token": 1.2e-05,
+        "rpm": 1000,
+        "tpm": 4000000,
+        "output_cost_per_token_batches": 6e-06,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": false,
+        "supports_prompt_caching": false,
+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.035,
+            "search_context_size_medium": 0.035,
+            "search_context_size_high": 0.035
+        }
+    },
+    "gemini/deep-research-max-preview-04-2026": {
+        "input_cost_per_token": 2e-06,
+        "input_cost_per_token_batches": 1e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 131072,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_token": 1.2e-05,
+        "rpm": 1000,
+        "tpm": 4000000,
+        "output_cost_per_token_batches": 6e-06,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": false,
+        "supports_prompt_caching": false,
+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.035,
+            "search_context_size_medium": 0.035,
+            "search_context_size_high": 0.035
+        }
+    },
     "gemini/gemini-2.5-flash": {
         "cache_read_input_audio_token_cost": 1e-07,
         "cache_read_input_token_cost": 3e-08,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 93bcfc9b120..24dfef170c3 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -27474,6 +27474,253 @@
         "supports_vision": true,
         "tpm": 10000000
     },
+    "gemini/gemini-3-pro-image-preview": {
+        "input_cost_per_image": 0.0011,
+        "input_cost_per_token": 2e-06,
+        "input_cost_per_token_batches": 1e-06,
+        "input_cost_per_token_flex": 1e-06,
+        "input_cost_per_token_priority": 3.6e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 131072,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "image_generation",
+        "output_cost_per_image": 0.134,
+        "output_cost_per_image_token": 0.00012,
+        "output_cost_per_token": 1.2e-05,
+        "rpm": 1000,
+        "tpm": 4000000,
+        "output_cost_per_token_batches": 6e-06,
+        "output_cost_per_token_flex": 6e-06,
+        "output_cost_per_token_priority": 2.16e-05,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "image"
+        ],
+        "supports_function_calling": false,
+        "supports_prompt_caching": true,
+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "supports_reasoning": false
+    },
+    "gemini/gemini-3.1-flash-image-preview": {
+        "input_cost_per_token": 5e-07,
+        "input_cost_per_token_batches": 2.5e-07,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 65536,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "image_generation",
+        "output_cost_per_image": 0.045,
+        "output_cost_per_image_token": 6e-05,
+        "output_cost_per_token": 3e-06,
+        "output_cost_per_token_batches": 1.5e-06,
+        "rpm": 1000,
+        "tpm": 4000000,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "image"
+        ],
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+        "supports_prompt_caching": true,
+        "supports_reasoning": false,
+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query"
+    },
+    "gemini/gemini-3.1-flash-lite-preview": {
+        "cache_read_input_audio_token_cost": 5e-08,
+        "cache_read_input_token_cost": 2.5e-08,
+        "cache_read_input_token_cost_batches": 1.25e-08,
+        "cache_read_input_token_cost_flex": 1.25e-08,
+        "cache_read_input_token_cost_priority": 4.5e-08,
+        "input_cost_per_audio_token": 5e-07,
+        "input_cost_per_token": 2.5e-07,
+        "input_cost_per_token_batches": 1.25e-07,
+        "input_cost_per_token_flex": 1.25e-07,
+        "input_cost_per_token_priority": 4.5e-07,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 1.5e-06,
+        "output_cost_per_token": 1.5e-06,
+        "output_cost_per_token_batches": 7.5e-07,
+        "output_cost_per_token_flex": 7.5e-07,
+        "output_cost_per_token_priority": 2.7e-06,
+        "rpm": 15,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_input": true,
+        "supports_audio_output": false,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_url_context": true,
+        "supports_video_input": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_native_streaming": true,
+        "tpm": 250000,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "google_maps_grounding_cost_per_query": 0.014,
+        "input_cost_per_audio_token_batches": 2.5e-07
+    },
+    "gemini/gemini-embedding-2-preview": {
+        "input_cost_per_audio_token": 6.5e-06,
+        "input_cost_per_audio_token_batches": 3.25e-06,
+        "input_cost_per_image_token": 4.5e-07,
+        "input_cost_per_image_token_batches": 2.25e-07,
+        "input_cost_per_token": 2e-07,
+        "input_cost_per_token_batches": 1e-07,
+        "input_cost_per_video_token": 1.2e-05,
+        "input_cost_per_video_token_batches": 6e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 8192,
+        "max_tokens": 8192,
+        "mode": "embedding",
+        "output_cost_per_token": 0,
+        "output_vector_size": 3072,
+        "rpm": 10000,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supports_audio_input": true,
+        "supports_multimodal": true,
+        "supports_vision": true,
+        "tpm": 10000000
+    },
+    "gemini/deep-research-preview-04-2026": {
+        "input_cost_per_token": 2e-06,
+        "input_cost_per_token_batches": 1e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 131072,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_token": 1.2e-05,
+        "rpm": 1000,
+        "tpm": 4000000,
+        "output_cost_per_token_batches": 6e-06,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
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+        ],
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+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.035,
+            "search_context_size_medium": 0.035,
+            "search_context_size_high": 0.035
+        }
+    },
+    "gemini/deep-research-max-preview-04-2026": {
+        "input_cost_per_token": 2e-06,
+        "input_cost_per_token_batches": 1e-06,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 131072,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
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+        "rpm": 1000,
+        "tpm": 4000000,
+        "output_cost_per_token_batches": 6e-06,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
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+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
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+        ],
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+        ],
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+        "supports_response_schema": false,
+        "supports_system_messages": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.035,
+            "search_context_size_medium": 0.035,
+            "search_context_size_high": 0.035
+        }
+    },
     "gemini/gemini-2.5-flash": {
         "cache_read_input_audio_token_cost": 1e-07,
         "cache_read_input_token_cost": 3e-08,