Google

Access 25 Google models through Mastra's model router. Authentication is handled automatically using the GOOGLE_GENERATIVE_AI_API_KEY environment variable.

Learn more in the Google documentation.

GOOGLE_GENERATIVE_AI_API_KEY=your-api-key

import { Agent } from "@mastra/core";

const agent = new Agent({
  name: "my-agent",
  instructions: "You are a helpful assistant",
  model: "google/gemini-1.5-flash"
});

// Generate a response
const response = await agent.generate("Hello!");

// Stream a response
const stream = await agent.stream("Tell me a story");
for await (const chunk of stream) {
  console.log(chunk);
}

Models

25 available models

Model	Context	Tools	Reasoning	Image	Audio	Video	Input $/1M	Output $/1M
google/gemini-1.5-flash	1.0M						$0.07	$0.30
google/gemini-1.5-flash-8b	1.0M						$0.04	$0.15
google/gemini-1.5-pro	1.0M						$1	$5
google/gemini-2.0-flash	1.0M						$0.10	$0.40
google/gemini-2.0-flash-lite	1.0M						$0.07	$0.30
google/gemini-2.5-flash	1.0M						$0.30	$3
google/gemini-2.5-flash-image	33K						$0.30	$30
google/gemini-2.5-flash-image-preview	33K						$0.30	$30
google/gemini-2.5-flash-lite	1.0M						$0.10	$0.40
google/gemini-2.5-flash-lite-preview-06-17	1.0M						$0.10	$0.40
google/gemini-2.5-flash-lite-preview-09-2025	1.0M						$0.10	$0.40
google/gemini-2.5-flash-preview-04-17	1.0M						$0.15	$0.60
google/gemini-2.5-flash-preview-05-20	1.0M						$0.15	$0.60
google/gemini-2.5-flash-preview-09-2025	1.0M						$0.30	$3
google/gemini-2.5-flash-preview-tts	8K						$0.50	$10
google/gemini-2.5-pro	1.0M						$1	$10
google/gemini-2.5-pro-preview-05-06	1.0M						$1	$10
google/gemini-2.5-pro-preview-06-05	1.0M						$1	$10
google/gemini-2.5-pro-preview-tts	8K						$1	$20
google/gemini-3-pro-preview	1.0M						$2	$12
google/gemini-embedding-001	2K						$0.15	—
google/gemini-flash-latest	1.0M						$0.30	$3
google/gemini-flash-lite-latest	1.0M						$0.10	$0.40
google/gemini-live-2.5-flash	128K						$0.50	$2
google/gemini-live-2.5-flash-preview-native-audio	131K						$0.50	$2

Advanced Configuration

Custom Headers

const agent = new Agent({
  name: "custom-agent",
  model: {
    id: "google/gemini-1.5-flash",
    apiKey: process.env.GOOGLE_GENERATIVE_AI_API_KEY,
    headers: {
      "X-Custom-Header": "value"
    }
  }
});

Dynamic Model Selection

const agent = new Agent({
  name: "dynamic-agent",
  model: ({ runtimeContext }) => {
    const useAdvanced = runtimeContext.task === "complex";
    return useAdvanced
      ? "google/gemini-live-2.5-flash-preview-native-audio"
      : "google/gemini-1.5-flash";
  }
});

Provider Options

Google supports the following provider-specific options via the providerOptions parameter:

const response = await agent.generate("Hello!", {
  providerOptions: {
    google: {
      // See available options in the table below
    }
  }
});

Available Options

responseModalities?:

("TEXT" | "IMAGE")[] | undefined

thinkingConfig?:

{ thinkingBudget?: number | undefined; includeThoughts?: boolean | undefined; thinkingLevel?: "low" | "medium" | "high" | undefined; } | undefined

cachedContent?:

string | undefined

structuredOutputs?:

boolean | undefined

safetySettings?:

{ category: "HARM_CATEGORY_UNSPECIFIED" | "HARM_CATEGORY_HATE_SPEECH" | "HARM_CATEGORY_DANGEROUS_CONTENT" | "HARM_CATEGORY_HARASSMENT" | "HARM_CATEGORY_SEXUALLY_EXPLICIT" | "HARM_CATEGORY_CIVIC_INTEGRITY"; threshold: "HARM_BLOCK_THRESHOLD_UNSPECIFIED" | ... 4 more ... | "OFF"; }[] | undefined

threshold?:

"HARM_BLOCK_THRESHOLD_UNSPECIFIED" | "BLOCK_LOW_AND_ABOVE" | "BLOCK_MEDIUM_AND_ABOVE" | "BLOCK_ONLY_HIGH" | "BLOCK_NONE" | "OFF" | undefined

audioTimestamp?:

boolean | undefined

labels?:

Record<string, string> | undefined

mediaResolution?:

"MEDIA_RESOLUTION_UNSPECIFIED" | "MEDIA_RESOLUTION_LOW" | "MEDIA_RESOLUTION_MEDIUM" | "MEDIA_RESOLUTION_HIGH" | undefined

imageConfig?:

{ aspectRatio?: "1:1" | "2:3" | "3:2" | "3:4" | "4:3" | "4:5" | "5:4" | "9:16" | "16:9" | "21:9" | undefined; imageSize?: "1K" | "2K" | "4K" | undefined; } | undefined

Direct Provider Installation

This provider can also be installed directly as a standalone package, which can be used instead of the Mastra model router string. View the package documentation for more details.

npm install @ai-sdk/google

For detailed provider-specific documentation, see the AI SDK Google provider docs.