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The Domesday Book ofKWJ · AI

OpenAI · The Reasoning-Model Era

OpenAI o3

OpenAI's peak reasoning model before GPT-5. AIME, ARC-AGI, and SWE-bench records at release.

By C.W. Jameson · Published 19 May 2026 · Last reviewed 19 May 2026

o3 was the clearest demonstration that chain-of-thought at scale produces qualitatively different outputs from next-token prediction. It solved problems that had defeated GPT-4 class models for years. The cost per query at high effort was prohibitive; the capability was not.

Field signature

Reasoning tokens billed separately. Full answer often shorter than the thinking trace.

Specifications

Released2025-04
Context window200,000 tokens
Pricing$10 / $40 per million tokens (varies by effort)
Modalitiestext · image
LicenseCommercial API only
EraThe Reasoning-Model Era

Strengths

  • Competition math
  • Long-horizon problem decomposition
  • Code audit

Weaknesses

  • Cost at high reasoning effort
  • Latency

Authentication markers

The fingerprints by which OpenAI o3 can be identified from its output alone.

TellMeaning
Reasoning trace visible in extended output.o-series model.

Notable works

  • ARC-AGI 87.5% at high compute — first to approach human-level on that benchmark

Market position

$10-$40 per million tokens

Partner offer

OpenAI's API surface remains the broadest commercial offering.

Try OpenAI →

Affiliate link — see disclosure.

Primary sources

  1. [1] OpenAI: o3

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