BenchLeader

GPT-5 vs Grok 4.6

Verdict
  • Grok 4.6 (medium) leads on quality: 63.9 vs 60.8.
  • GPT-5 is stronger in agents & tools, human preference, instruction following, maths, multimodal, reasoning.
  • Grok 4.6 (medium) is stronger in coding, composite, knowledge, long context.
  • They cost about the same ($3.00 per 1M blended).
  • GPT-5 streams 1.6× faster (85 vs 52 tokens per second).
MetricGPT-5Grok 4.6 (medium)
BenchLeader Index60.863.9
Agents & tools score51.0
Coding score60.964.1
Composite score58.183.5
Human preference score61.7
Instruction following score65.0
Knowledge score62.277.6
Long context score65.667.1
Maths score72.8
Multimodal score59.6
Reasoning score64.262.1
Blended price $/M$3.44$3.00
Output speed85 tok/s52 tok/s
Time to first answer60.7 s26.1 s
Context window400k500k
Terminal-Bench49.6%
SciCode42.9%54.6%
Remote Labor Index1.7%
WeirdML39.8%
APEX-Agents18.3%
Epoch Capabilities Index150
LMArena Text1427
LMArena Hard Prompts1449
LMArena Coding1462
LMArena Vision1232
AA Intelligence Index23.043.0
IFBench73.1%
AA-LCR78.2%81.0%
MMMU-Pro74.2%
AA-Omniscience-8.728
Terminal-Bench Hard32.6%
GPQA Diamond (AA)85.3%93.5%
Humanity's Last Exam (AA)28.5%42.1%
SciCode (AA)55.9%
τ²-Bench Telecom (AA)84.8%
PRBench Finance51.3%
PRBench Legal49.0%
VISTA49.7%
MultiNRC52.1%
TutorBench55.3%
Kagi LLM Benchmark72.7%
IFEval (HELM)87.5%
Omni-MATH (HELM)64.7%
WildBench (HELM)85.7%
MMLU-Pro (HELM)86.3%
GPQA Diamond (HELM)79.1%
HELM Capabilities mean80.7%
Aider Polyglot88.0%
SWE-bench Verified (any scaffold)75.6%
ARC-AGI-187.5%
ARC-AGI-261.3%

Data as of 2026-09-12. Best configuration of each model; every score links to its source on the model pages.

GPT-5 vs Grok 4.6: questions

Is GPT-5 better than Grok 4.6?
Grok 4.6 (medium) leads on quality: 63.9 vs 60.8. The BenchLeader Index combines every independent quality benchmark; Grok 4.6 (medium) is ahead overall as of 2026-09-12, but check the category scores for your use.
Is GPT-5 better than Grok 4.6 for coding?
Grok 4.6 scores higher in coding (64 vs 61 on the category index, where 50 is average).
Which is cheaper, GPT-5 or Grok 4.6?
Grok 4.6 is cheaper: $3.00 against $3.44 per million tokens, blended at three input tokens per output token.
Which is faster, GPT-5 or Grok 4.6?
GPT-5 streams faster: 85 against 52 output tokens per second.
Which has the larger context window?
Grok 4.6 accepts more context: 500k against 400k tokens.