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utilities

model-cost-benchmark

**Target Audience:** Vault owners and operators deciding whether a task, prompt, or skill can run on a cheaper model without losing acceptable output quality.

Nodig

  • task — The prompt to benchmark, inline or as a file
  • models — Comma-separated provider:model specs (default claude:haiku,claude:sonnet,claude:opus)
  • results_dir — Directory produced by the run route
  • instructions — Cacheable prefix tokens per run (system prompt + auto-loaded context + skill)
  • output_tokens — Output tokens per run, measured from a benchmark run
  • batch_size — Runs sharing one cache window; 1 (default) means isolated scheduled runs where the cache never hits
  • results_dir — Directory to clean, passed via --cleanup

Zo vraag je het

  • Can this skill run on Haiku instead of Opus?
  • Compare Haiku, Sonnet and Opus on this prompt and tell me what it costs
  • Benchmark this task across Claude and Gemini
  • Is Opus actually worth it for this job?

Oplevert

  • benchmark-results (json)
  • lever-comparison (text)
  • metrics-summary (markdown)
  • pruned-dir (directory)
  • recommendation (markdown)
  • stdout
Niveaubeginner
Invoerconversation
Uitvoerdocument
Vereist[none]
Rollen[CEO / Founder, Product Manager, Operations Manager]