promptfoo--promptfoo/examples/anthropic/sonnet-5

anthropic/sonnet-5 (Claude Sonnet 5 Agentic Reasoning)

This example exercises Claude Sonnet 5 on agentic reasoning and coding tasks using the high effort level with adaptive thinking.

You can run this example with:

npx promptfoo@latest init --example anthropic/sonnet-5
cd sonnet-5

What This Tests

Claude Sonnet 5 is the Claude 5-generation Sonnet — built to be Anthropic's most agentic Sonnet, with capability approaching Opus 4.8 at Sonnet pricing and a 1M-token context window. This example evaluates:

• Multi-system bug diagnosis of an intermittent production failure
• Production-quality code generation with error handling and caching

Working with Sonnet 5

• Adaptive thinking is opt-in. Set thinking: { type: adaptive } (as this example does) to let the model decide when and how much to reason per request. Without an explicit thinking block the model runs without extended thinking, even at high effort. Unlike Fable 5 / Mythos 5, Sonnet 5 also accepts thinking: { type: disabled }.
• effort tunes the cost/performance tradeoff. Sonnet 5 supports low, medium, high, xhigh, and max. high is a good cost-efficient default; step up to xhigh/max for the hardest work and pair high effort with a large max_tokens.
• Sampling controls are managed for you. Sonnet 5 rejects temperature, top_p, and top_k at the model level; promptfoo omits them automatically (don't set them in config).
• Pricing. $3/$15 per million input/output tokens standard, with introductory pricing of $2/$10 through August 31, 2026. The full 1M-token context bills at the standard rate (no long-context surcharge).

Running the Example

# Set your API key
export ANTHROPIC_API_KEY=your_api_key_here

# Run the evaluation
npx promptfoo@latest eval

# View results
npx promptfoo@latest view

Other providers

Sonnet 5 is also reachable through:

• AWS Bedrock — bedrock:us.anthropic.claude-sonnet-5 (or bedrock:converse:us.anthropic.claude-sonnet-5)
• Google Vertex — vertex:claude-sonnet-5 with config.region: global (availability may roll out after the Anthropic API launch)
• Azure AI Foundry — point anthropic:messages:claude-sonnet-5 at https://<resource>.services.ai.azure.com/anthropic via apiBaseUrl

Across all four providers, promptfoo automatically omits the unsupported sampling parameters (temperature, top_p, top_k) for Sonnet 5. The Anthropic Messages provider — used directly and for Azure AI Foundry via apiBaseUrl — logs a one-time warning if you set them explicitly; the Bedrock and Vertex paths omit them silently.

Learn More

• Claude Sonnet 5 announcement
• Anthropic documentation
• Promptfoo Anthropic provider docs