BenchLeader

GPT-5.2 vs Grok 4.6

Verdict
  • Grok 4.6 (medium) leads on quality: 63.9 vs 61.6.
  • GPT-5.2 is stronger in agents & tools, human preference, instruction following, long context, multimodal.
  • Grok 4.6 (medium) is stronger in coding, composite, knowledge, reasoning.
  • Grok 4.6 (medium) is 1.6× cheaper ($3.00 vs $4.81 per 1M blended).
MetricGPT-5.2Grok 4.6 (medium)
BenchLeader Index61.663.9
Agents & tools score61.2
Coding score53.764.1
Composite score67.583.4
Human preference score67.9
Instruction following score67.4
Knowledge score61.177.5
Long context score67.967.1
Multimodal score59.9
Reasoning score61.362.1
Blended price $/M$4.81$3.00
Output speed68 tok/s53 tok/s
Time to first answer129.4 s33.4 s
Context window400k500k
Humanity's Last Exam27.8%
Terminal-Bench64.9%
SimpleBench45.8%
SciCode54.6%
Remote Labor Index2.1%
APEX-Agents23.0%
Epoch Capabilities Index153.5
LMArena Text1476
LMArena Hard Prompts1497
LMArena Coding1515
LMArena WebDev1417
LMArena Vision1268
AA Intelligence Index30.443.0
IFBench75.4%
AA-LCR82.7%81.0%
AA-Omniscience-0.928
Terminal-Bench Hard47.0%
GPQA Diamond (AA)90.3%93.5%
Humanity's Last Exam (AA)37.7%42.1%
SciCode (AA)55.9%
τ²-Bench Telecom (AA)84.8%
SWE-Bench Pro29.9%
VISTA46.6%
MultiNRC42.2%
TutorBench53.5%
Kagi LLM Benchmark73.3%
SWE-bench Verified (bash only)69.0%
ARC-AGI-194.5%87.5%
ARC-AGI-272.9%61.3%
BFCL Overall55.9%

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

GPT-5.2 vs Grok 4.6: questions

Is GPT-5.2 better than Grok 4.6?
Grok 4.6 (medium) leads on quality: 63.9 vs 61.6. The BenchLeader Index combines every independent quality benchmark; Grok 4.6 (medium) is ahead overall as of 2026-09-10, but check the category scores for your use.
Is GPT-5.2 better than Grok 4.6 for coding?
Grok 4.6 scores higher in coding (64 vs 54 on the category index, where 50 is average).
Which is cheaper, GPT-5.2 or Grok 4.6?
Grok 4.6 is cheaper: $3.00 against $4.81 per million tokens, blended at three input tokens per output token.
Which is faster, GPT-5.2 or Grok 4.6?
GPT-5.2 streams faster: 68 against 53 output tokens per second.
Which has the larger context window?
Grok 4.6 accepts more context: 500k against 400k tokens.