LLM Pricing
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gemini-3.1-pro-preview-customtools

Vertex AI · chat model

Input
$2.0000 / 1M tokens
Output
$12.0000 / 1M tokens
Cached input
$0.2000 / 1M tokens
Context
65.5K

Pricing

Item Raw value (per token) Normalized
Input 0.000002 $2.0000 / 1M tokens
Output 0.000012 $12.0000 / 1M tokens
Cached input 2e-7 $0.2000 / 1M tokens
Image output 0.00012 $120.0000 / 1M tokens
Embedding 0.000002 $2.0000 / 1M tokens
Batch input 0.000001 $1.0000 / 1M tokens
Batch output 0.000006 $6.0000 / 1M tokens
Priority input 0.0000036 $3.6000 / 1M tokens
Priority output 0.0000216 $21.6000 / 1M tokens

Token limits

Context window
65.5K
Max input tokens
1.0M
Max output tokens
65.5K
Max tokens
65.5K

Capabilities

Capability Supported
Vision Yes
Function calling Yes
Parallel function calling No
Tool choice Yes
Prompt caching Yes
Reasoning Yes
Response schema Yes
System messages Yes
Audio input Yes
Audio output No
Web search Yes
PDF input Yes
Video input Yes

Similar models

Models with comparable pricing in the same mode (chat).

Model Provider Input Output Context Coding Features
gemini-3-pro-preview vertex_ai-language-models $2.0000 / 1M tokens $12.0000 / 1M tokens 65.5K N/A Vision Tools Cache Reasoning
gemini-3.1-pro-preview vertex_ai-language-models $2.0000 / 1M tokens $12.0000 / 1M tokens 65.5K N/A Vision Tools Cache Reasoning
gemini-3.1-pro-preview-customtools vertex_ai-language-models $2.0000 / 1M tokens $12.0000 / 1M tokens 65.5K N/A Vision Tools Cache Reasoning
gemini-3-pro-preview Vertex AI $2.0000 / 1M tokens $12.0000 / 1M tokens 65.5K N/A Vision Tools Cache Reasoning
gemini-3.1-pro-preview Vertex AI $2.0000 / 1M tokens $12.0000 / 1M tokens 65.5K N/A Vision Tools Cache Reasoning
gemini-3-pro-preview Google $2.0000 / 1M tokens $12.0000 / 1M tokens 65.5K N/A Vision Tools Cache Reasoning

Sources

Pricing source LiteLLM model cost map
Synced at 2026-05-27
Manual review Not reviewed
Raw LiteLLM fields
{
  "cache_read_input_token_cost": 2e-7,
  "cache_read_input_token_cost_above_200k_tokens": 4e-7,
  "cache_creation_input_token_cost_above_200k_tokens": 2.5e-7,
  "input_cost_per_token": 0.000002,
  "input_cost_per_token_above_200k_tokens": 0.000004,
  "input_cost_per_token_batches": 0.000001,
  "litellm_provider": "vertex_ai",
  "max_audio_length_hours": 8.4,
  "max_audio_per_prompt": 1,
  "max_images_per_prompt": 3000,
  "max_input_tokens": 1048576,
  "max_output_tokens": 65536,
  "max_pdf_size_mb": 30,
  "max_tokens": 65536,
  "max_video_length": 1,
  "max_videos_per_prompt": 10,
  "mode": "chat",
  "output_cost_per_token": 0.000012,
  "output_cost_per_token_above_200k_tokens": 0.000018,
  "output_cost_per_token_batches": 0.000006,
  "output_cost_per_image": 0.00012,
  "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing#gemini-models",
  "supported_endpoints": [
    "/v1/chat/completions",
    "/v1/completions",
    "/v1/batch"
  ],
  "supported_modalities": [
    "text",
    "image",
    "audio",
    "video"
  ],
  "supported_output_modalities": [
    "text"
  ],
  "supports_audio_input": true,
  "supports_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_video_input": true,
  "supports_vision": true,
  "supports_web_search": true,
  "supports_url_context": true,
  "supports_native_streaming": true,
  "input_cost_per_token_priority": 0.0000036,
  "input_cost_per_token_above_200k_tokens_priority": 0.0000072,
  "output_cost_per_token_priority": 0.0000216,
  "output_cost_per_token_above_200k_tokens_priority": 0.0000324,
  "cache_read_input_token_cost_priority": 3.6e-7,
  "cache_read_input_token_cost_above_200k_tokens_priority": 7.2e-7,
  "supports_service_tier": 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"
}