BenchLeader

Claude Opus 5 vs GPT-5.3-Codex

Verdict
  • Claude Opus 5 leads on quality: 70.0 vs 62.5.
  • Claude Opus 5 is stronger in agents & tools, coding, composite, human preference, knowledge, maths, multimodal, reasoning.
  • GPT-5.3-Codex is stronger in long context, instruction following.
  • GPT-5.3-Codex is 2.1× cheaper ($4.81 vs $10.00 per 1M blended).
  • GPT-5.3-Codex streams 2.4× faster (121 vs 51 tokens per second).
MetricClaude Opus 5GPT-5.3-Codex
BenchLeader Index70.062.5
Agents & tools score71.562.7
Coding score74.554.8
Composite score93.170.1
Human preference score78.2
Knowledge score70.669.3
Long context score66.268.3
Maths score67.1
Multimodal score69.463.0
Reasoning score71.5
Instruction following score73.2
Blended price $/M$10.00$4.81
Output speed51 tok/s121 tok/s
Time to first answer93.0 s58.2 s
Context window1M400k
GPQA Diamond92.9%
OTIS Mock AIME97.8%
Terminal-Bench78.4%
SimpleBench80.6%
WeirdML86.3%79.3%
APEX-Agents31.8%
Epoch Capabilities Index162.6156.6
LMArena WebDev1409
AA Intelligence Index50.732.5
IFBench75.4%
AA-LCR79.3%83.3%
MMMU-Pro84.7%78.5%
AA-Omniscience37.110.9
Terminal-Bench Hard53.0%
GPQA Diamond (AA)93.2%91.5%
Humanity's Last Exam (AA)54.9%42.5%
SciCode (AA)56.4%
τ²-Bench Telecom (AA)86.0%
LiveCodeBench89.0%
MMLU-Pro91.6%
IOI91.7%
LegalBench87.0%
CorpFin73.2%
TaxEval75.1%
Terminal-Bench 2.1 (Vals)84.6%
SWE-bench (Vals)97.0%
GPQA Diamond (Vals)93.4%
Vals Index67.2
HiL-Bench57.0%4.3%
EQ-Bench 41385

Data as of 2026-09-10. Best configuration of each model; every score links to its source on the model pages.

Claude Opus 5 vs GPT-5.3-Codex: questions

Is Claude Opus 5 better than GPT-5.3-Codex?
Claude Opus 5 leads on quality: 70.0 vs 62.5. The BenchLeader Index combines every independent quality benchmark; Claude Opus 5 is ahead overall as of 2026-09-10, but check the category scores for your use.
Is Claude Opus 5 better than GPT-5.3-Codex for coding?
Claude Opus 5 scores higher in coding (75 vs 55 on the category index, where 50 is average).
Is Claude Opus 5 better than GPT-5.3-Codex for agentic tasks?
Claude Opus 5 scores higher in agentic tasks (72 vs 63 on the category index, where 50 is average).
Which is cheaper, Claude Opus 5 or GPT-5.3-Codex?
GPT-5.3-Codex is cheaper: $4.81 against $10.00 per million tokens, blended at three input tokens per output token.
Which is faster, Claude Opus 5 or GPT-5.3-Codex?
GPT-5.3-Codex streams faster: 121 against 51 output tokens per second.
Which has the larger context window?
Claude Opus 5 accepts more context: 1M against 400k tokens.