promptfoo--promptfoo/examples/google-aistudio-gemini/promptfooconfig.yaml

# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
description: Google AI Studio Gemini model evaluation

prompts:
  - |
    Given this math puzzle: {{puzzle}}
    Please solve this step by step, showing your reasoning process.

providers:
  - id: google:gemma-4-31b-it
    config:
      temperature: 0.7
      maxOutputTokens: 2048

  - id: google:gemma-4-26b-a4b-it
    config:
      temperature: 0.7
      maxOutputTokens: 2048

  - id: google:gemini-3.1-pro-preview
    config:
      generationConfig:
        temperature: 0.7
        maxOutputTokens: 4096
        thinkingConfig:
          thinkingLevel: HIGH # Improved reasoning and performance

  - id: google:gemini-3.5-flash
    config:
      generationConfig:
        temperature: 0.7
        maxOutputTokens: 2048
        thinkingConfig:
          thinkingLevel: HIGH # Newest, fastest frontier Flash model

  - id: google:gemini-3-flash-preview
    config:
      generationConfig:
        temperature: 0.7
        maxOutputTokens: 2048
        thinkingConfig:
          thinkingLevel: HIGH # Frontier Flash reasoning with preview features

  - id: google:gemini-3.1-flash-lite
    config:
      generationConfig:
        temperature: 0.7
        maxOutputTokens: 2048
        # Low-latency Flash-Lite model

  - id: google:gemini-2.5-pro
    config:
      generationConfig:
        temperature: 0.7
        maxOutputTokens: 4096
        thinkingConfig:
          thinkingBudget: 2048 # Enhanced thinking for complex reasoning

  - id: google:gemini-2.5-flash
    config:
      generationConfig:
        temperature: 0.7
        maxOutputTokens: 2048
        thinkingConfig:
          thinkingBudget: 1024 # Enhanced reasoning and thinking capabilities

  - id: google:gemini-2.5-flash-lite
    config:
      generationConfig:
        temperature: 0.7
        maxOutputTokens: 1024
        thinkingConfig:
          thinkingBudget: 512 # Most cost-efficient and fastest 2.5 model

  - id: google:gemini-2.5-pro
    config:
      temperature: 0.7
      maxOutputTokens: 8192
      topP: 0.9
      topK: 40

  # System instruction from file example
  - id: google:gemini-2.5-pro
    label: gemini-with-system-instruction-file
    config:
      temperature: 0.3
      maxOutputTokens: 8192
      systemInstruction: file://system-instruction.txt

  # Structured output example
  - id: google:gemini-2.5-pro
    config:
      generationConfig:
        temperature: 0
        maxOutputTokens: 8192
        response_mime_type: 'application/json'
        response_schema:
          type: 'object'
          properties:
            answer:
              type: 'string'
              description: 'The numerical or text answer'
            confidence:
              type: 'string'
              enum: ['high', 'medium', 'low']
            method_used:
              type: 'string'
              description: 'One-word description of solving method'
          required: ['answer', 'confidence', 'method_used']

  # Function calling example
  - id: google:gemini-2.5-pro
    config:
      tools:
        function_declarations:
          - name: 'verify_answer'
            description: 'Verify if the answer is correct'
            parameters:
              type: 'object'
              properties:
                answer:
                  type: 'string'
                  description: 'The proposed answer'
                explanation:
                  type: 'string'
                  description: 'Brief explanation'
              required: ['answer']
      tool_config:
        function_calling_config:
          mode: 'auto'
defaultTest:
  options:
    provider:
      text:
        id: google:gemini-2.5-flash
      embedding:
        id: google:embedding:gemini-embedding-001
tests:
  - vars:
      puzzle: 'If a train travels at 60 mph for 2.5 hours, then at 40 mph for 1.5 hours, what is the average speed for the entire journey?'
    assert:
      - type: contains
        value: 52.5
      - type: llm-rubric
        value: |
          The answer should be 52.5 mph.