categories:
  Performance_Benchmarks:
    fields:
      - name: "swe_bench_verified_score"
        description: "SWE-bench Verified score - percentage of software engineering tasks solved"
        detail_level: "detailed"
      - name: "swe_bench_full_score"
        description: "SWE-bench Full score if available (broader benchmark)"
        detail_level: "moderate"
      - name: "swe_bench_lite_score"
        description: "SWE-bench Lite score for quick comparison"
        detail_level: "moderate"
      - name: "other_coding_benchmarks"
        description: "Other relevant coding benchmarks (HumanEval, MBPP, etc.)"
        detail_level: "moderate"
  Pricing:
    fields:
      - name: "input_price_per_1m"
        description: "Price per 1 million input tokens in USD"
        detail_level: "detailed"
      - name: "output_price_per_1m"
        description: "Price per 1 million output tokens in USD"
        detail_level: "detailed"
      - name: "pricing_tier_notes"
        description: "Any tiered pricing, volume discounts, or special notes"
        detail_level: "moderate"
  Agentic_Capabilities:
    fields:
      - name: "agentic_coding_features"
        description: "Specific features supporting agentic coding (tool use, planning, reflection, etc.)"
        detail_level: "detailed"
      - name: "context_window"
        description: "Maximum context window size for the model"
        detail_level: "detailed"
      - name: "supported_tools"
        description: "Tools and integrations supported (bash, file editing, web search, etc.)"
        detail_level: "detailed"
      - name: "multi_file_handling"
        description: "Capability to handle multi-file codebases and refactoring"
        detail_level: "moderate"
  User_Experiences:
    fields:
      - name: "reddit_sentiment"
        description: "Sentiment and key themes from Reddit discussions"
        detail_level: "detailed"
      - name: "x_twitter_sentiment"
        description: "Sentiment and key themes from X/Twitter discussions"
        detail_level: "detailed"
      - name: "common_praises"
        description: "What users commonly praise about this model"
        detail_level: "detailed"
      - name: "common_complaints"
        description: "What users commonly complain about"
        detail_level: "detailed"
      - name: "notable_use_cases_shared"
        description: "Specific use cases shared by real users"
        detail_level: "moderate"
  Best_Use_Cases:
    fields:
      - name: "ideal_for"
        description: "Scenarios where this model excels"
        detail_level: "detailed"
      - name: "not_recommended_for"
        description: "Scenarios where this model struggles or is not cost-effective"
        detail_level: "moderate"
      - name: "comparison_to_opus_46"
        description: "Direct comparison to Claude Opus 4.6 for coding tasks"
        detail_level: "detailed"
  Opus_Replacement_Suitability:
    fields:
      - name: "can_replace_opus_46"
        description: "Whether this model can effectively replace Claude Opus 4.6"
        detail_level: "detailed"
      - name: "replacement_confidence_score"
        description: "Confidence score (1-10) for replacement suitability"
        detail_level: "brief"
      - name: "replacement_tradeoffs"
        description: "Key tradeoffs when replacing Opus 4.6 with this model"
        detail_level: "detailed"
      - name: "cost_comparison_vs_opus"
        description: "Cost comparison specifically versus Claude Opus 4.6"
        detail_level: "moderate"
  Model_Info:
    fields:
      - name: "release_date"
        description: "When the model was released"
        detail_level: "brief"
      - name: "developer"
        description: "Company/organization that developed the model"
        detail_level: "brief"
      - name: "model_family"
        description: "Family or series the model belongs to"
        detail_level: "brief"
      - name: "uncertain"
        description: "Array of field names with uncertain values"
        detail_level: "brief"