BenchLeader

Claude Opus 4.7 vs Grok 4.6

Verdict
  • Claude Opus 4.7 leads on quality: 65.5 vs 63.8.
  • Claude Opus 4.7 is stronger in agents & tools, coding, human preference, instruction following, maths, multimodal, reasoning.
  • Grok 4.6 (medium) is stronger in composite, knowledge, long context.
  • Grok 4.6 (medium) is 3.3× cheaper ($3.00 vs $10.00 per 1M blended).
MetricClaude Opus 4.7Grok 4.6 (medium)
BenchLeader Index65.563.8
Agents & tools score69.4
Coding score64.863.9
Composite score80.383.2
Human preference score68.8
Instruction following score58.5
Knowledge score66.477.3
Long context score65.967.1
Maths score65.2
Multimodal score65.7
Reasoning score66.362.1
Blended price $/M$10.00$3.00
Output speed46 tok/s55 tok/s
Time to first answer21.2 s36.7 s
Context window1M500k
Humanity's Last Exam36.2%
Terminal-Bench80.2%
SimpleBench61.7%
SciCode54.6%
WeirdML76.4%
FrontierCode38.5%
GSO-Bench44.1%
Epoch Capabilities Index156.3
LMArena Text1495
LMArena Hard Prompts1519
LMArena Coding1547
LMArena WebDev1557
LMArena Vision1317
AA Intelligence Index40.743.0
IFBench58.6%
AA-LCR78.7%81.0%
MMMU-Pro78.8%
AA-Omniscience27.328
Terminal-Bench Hard51.5%
GPQA Diamond (AA)91.4%93.5%
Humanity's Last Exam (AA)42.3%42.1%
SciCode (AA)55.9%
τ²-Bench Telecom (AA)88.6%
AIME (Vals)96.3%
LiveCodeBench85.1%
MMLU-Pro89.9%
IOI47.1%
LegalBench85.3%
CorpFin66.1%
TaxEval75.3%
Terminal-Bench 2.1 (Vals)68.5%
SWE-bench (Vals)82.0%
GPQA Diamond (Vals)90.2%
Vals Index56.1
HiL-Bench41.7%
EQ-Bench 41311
Kagi LLM Benchmark73.3%
ARC-AGI-187.5%
ARC-AGI-261.3%

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