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anthropic/opus-4-6-coding (Claude Opus 4.6 Advanced Coding)
This example demonstrates Claude Opus 4.6's state-of-the-art coding and reasoning capabilities, showcasing its ability to handle complex software engineering tasks with ambiguity and tradeoff analysis.
You can run this example with:
npx promptfoo@latest init --example anthropic/opus-4-6-coding
cd anthropic/opus-4-6-coding
What This Tests
Claude Opus 4.6 is the best model in the world for coding, agents, and computer use. This example evaluates:
- Complex code analysis: Understanding multi-file codebases and architectural decisions
- Bug diagnosis: Identifying root causes in complex, multi-system scenarios
- Ambiguity handling: Making informed decisions when requirements are unclear
- Tradeoff reasoning: Evaluating different approaches and explaining pros/cons
- Code generation: Writing high-quality, production-ready code
Features Demonstrated
- State-of-the-art coding: Opus 4.6 achieves the highest score on SWE-bench Verified among frontier models
- Reasoning about tradeoffs: The model excels at analyzing different approaches and making informed decisions
- Handling ambiguity: Unlike models that require hand-holding, Opus 4.6 figures things out
- Extended thinking: Support for thinking budgets up to 128K tokens for complex reasoning
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
Expected Results
The evaluation tests Opus 4.6's ability to:
- Diagnose bugs across multiple system boundaries
- Choose appropriate data structures with clear reasoning
- Write production-quality code with proper error handling
- Analyze architectural decisions and propose improvements