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The Domesday Book ofKWJ · AI

Claude Opus 4.7 vs GPT-5

Opus wins on long-horizon agentic discipline; GPT-5 wins on competition-level math.

Claude Opus 4.7
Anthropic's flagship at the time of this entry: extended thinking on, 1M-token context, the most patient of the frontier models.

Use this when

Long-horizon coding tasks, multi-hour agent loops, detailed refusals required.

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GPT-5
OpenAI's reasoning-first flagship. Native chain-of-thought, three reasoning-effort tiers, the highest published benchmark scores at release.

Use this when

Competition math, rigorous reasoning chains, maximum benchmark performance.

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Cost comparison

Both premium tier; Opus $15/$75 per M, GPT-5 $10/$40 per M at standard effort.