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Claude·GPT 모델 × 노력 매트릭스

Claude and GPT Models × Effort Matrix

AI infrastructurePublished 2026-10-24Data as of 2026-10-24 (Artificial Analysis v4.3.2)6 min read4 sources

Thirteen Claude models and the GPT-6 family, mapped to five work tasks with Artificial Analysis measurements taken at each effort level. Opus 5.5 at high costs 30% of Fable 5.1 at extra high and scores higher on 3 of 5 tasks, level on the other 2.

KEY NUMBER30%Cost per task when switching Fable 5.1 extra high to Opus 5.5 high (AA, $1.82 vs $5.98)

BRIEF

  • Fable 5.1 now has per-effort AA measurements. Even its lowest level ($2.37) costs more than Opus 5.5 at high ($1.82, index 54).
  • The new Haiku 5.5 (Oct 7) is the cheapest at $0.10/$0.50 per million tokens, but Terminal-Bench 33% and a hallucination score of 11 make it a bulk-task model.
  • GPT-6.1 Sol at high scores an AA index of 50 at $0.32 per task; GPT-6 Astra at max scores 53 at $3.26. GPT-6.1 Astra was never released.
AI modelsEffort settingsClaudeGPT-6

AI-assisted research by @stayhungryasi. Written on the date shown; numbers may have changed since. Not investment advice.

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