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56 lines
2.1 KiB
Markdown
56 lines
2.1 KiB
Markdown
# anthropic/opus-4-6-coding (Claude Opus 4.6 Advanced Coding)
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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.
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You can run this example with:
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```bash
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npx promptfoo@latest init --example anthropic/opus-4-6-coding
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cd anthropic/opus-4-6-coding
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```
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## What This Tests
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Claude Opus 4.6 is the best model in the world for coding, agents, and computer use. This example evaluates:
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- **Complex code analysis**: Understanding multi-file codebases and architectural decisions
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- **Bug diagnosis**: Identifying root causes in complex, multi-system scenarios
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- **Ambiguity handling**: Making informed decisions when requirements are unclear
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- **Tradeoff reasoning**: Evaluating different approaches and explaining pros/cons
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- **Code generation**: Writing high-quality, production-ready code
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## Features Demonstrated
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1. **State-of-the-art coding**: Opus 4.6 achieves the highest score on SWE-bench Verified among frontier models
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2. **Reasoning about tradeoffs**: The model excels at analyzing different approaches and making informed decisions
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3. **Handling ambiguity**: Unlike models that require hand-holding, Opus 4.6 figures things out
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4. **Extended thinking**: Support for thinking budgets up to 128K tokens for complex reasoning
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## Running the Example
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```bash
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# Set your API key
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export ANTHROPIC_API_KEY=your_api_key_here
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# Run the evaluation
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npx promptfoo@latest eval
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# View results
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npx promptfoo@latest view
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```
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## Expected Results
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The evaluation tests Opus 4.6's ability to:
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- Diagnose bugs across multiple system boundaries
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- Choose appropriate data structures with clear reasoning
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- Write production-quality code with proper error handling
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- Analyze architectural decisions and propose improvements
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## Learn More
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- [Claude Opus 4.6 announcement](https://www.anthropic.com/news/claude-opus-4-6)
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- [Anthropic documentation](https://docs.anthropic.com)
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- [Promptfoo Anthropic provider docs](https://promptfoo.dev/docs/providers/anthropic)
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