GPT-5.3 Codex (High): benchmark results

GPT-5.3 Codex evaluated at the high reasoning-effort setting. Provider: OpenAI. Released 2026-02-05. Access: API.

Aggregate Rating 1804 ± 15, rank #132 of 2168 rated models, from 61 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
ORAgentBench - Medium43.9Pass rate (%) on the 41 medium tasks: a task passes when the100
ORAgentBench - Medium Quality37Mean normalized objective quality (0-100) on the 41 medium t100
SCDBench (Compilation Repair) - ABI Recovery89.6ABI recovery F1 (%; micro F1 of the recovered public functio100
SCDBench (Compilation Repair) - Compilation90.33Compilable decompilations (%; the recovered Solidity compile100
SCDBench - ABI Recovery76.6ABI recovery F1 (%; micro F1 of the recovered public functio100
SCDBench - Compilation70.17Compilable decompilations (%; the recovered Solidity compile100
SCDBench - Format Completeness94Complete responses (%; parseable compiler settings, self-con100
SlopCodeBench (Anti-Slop)11.2Strict solve rate (%): share of the 196 checkpoints whose wo100
ORAgentBench - Hard20.59Pass rate (%) on the 34 hard tasks: a task passes when the s96.2
ORAgentBench - Hard Feasibility32Mean feasibility (0-100) on the 34 hard tasks: share of subm96.2
ORAgentBench - Medium Feasibility68Mean feasibility (0-100) on the 41 medium tasks: share of su96.2
SlopCodeBench (Just Solve)11.2Strict solve rate (%): share of the 196 checkpoints whose wo94.1

Interactive version: theaggregate.ai/model?slug=gpt-5-3-codex-high · How It Works · Data refreshed daily, snapshot 2026-10-20.