BenchLeader

GPT-5-Codex vs Kimi K3

Verdict
  • Kimi K3 leads on quality: 66.5 vs 58.2.
  • GPT-5-Codex is stronger in instruction following, reasoning.
  • Kimi K3 is stronger in agents & tools, coding, composite, knowledge, long context, multimodal, human preference, maths.
  • GPT-5-Codex is 1.7× cheaper ($3.44 vs $6.00 per 1M blended).
MetricGPT-5-CodexKimi K3
BenchLeader Index58.266.5
Agents & tools score56.367.4
Coding score53.665.0
Composite score60.474.2
Instruction following score72.1
Knowledge score60.668.2
Long context score62.271.1
Multimodal score58.265.0
Reasoning score64.3
Human preference score71.2
Maths score78.1
Blended price $/M$3.44$6.00
Output speed38 tok/s
Time to first answer56.3 s
Context window400k1.0M
Terminal-Bench44.3%
SciCode58.7%
WeirdML54.5%
APEX-Agents39.3%
FrontierCode44.2%
ProofBench87.0%
Epoch Capabilities Index157.6
LiveBench79.2%
LiveBench Reasoning90.7%
LiveBench Coding81.5%
LiveBench Agentic Coding62.2%
LiveBench Mathematics84.4%
LiveBench Data Analysis78.7%
LiveBench Language85.5%
AA Intelligence Index24.943.8
IFBench74.2%
AA-LCR71.7%88.7%
MMMU-Pro73.8%80.5%
AA-Omniscience-7.519.7
Terminal-Bench Hard37.9%
GPQA Diamond (AA)83.7%93.5%
Humanity's Last Exam (AA)27.9%46.9%
SciCode (AA)59.5%
τ²-Bench Telecom (AA)86.8%
LegalBench86.0%
CorpFin71.6%
TaxEval75.7%
Terminal-Bench 2.1 (Vals)80.9%
SWE-bench (Vals)93.4%
GPQA Diamond (Vals)92.9%
Vals Index57.8
EQ-Bench 41339
Kagi LLM Benchmark70.3%

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

GPT-5-Codex vs Kimi K3: questions

Is GPT-5-Codex better than Kimi K3?
Kimi K3 leads on quality: 66.5 vs 58.2. The BenchLeader Index combines every independent quality benchmark; Kimi K3 is ahead overall as of 2026-09-10, but check the category scores for your use.
Is GPT-5-Codex better than Kimi K3 for coding?
Kimi K3 scores higher in coding (65 vs 54 on the category index, where 50 is average).
Is GPT-5-Codex better than Kimi K3 for agentic tasks?
Kimi K3 scores higher in agentic tasks (67 vs 56 on the category index, where 50 is average).
Which is cheaper, GPT-5-Codex or Kimi K3?
GPT-5-Codex is cheaper: $3.44 against $6.00 per million tokens, blended at three input tokens per output token.
Which has the larger context window?
Kimi K3 accepts more context: 1.0M against 400k tokens.