Model comparison

GPT-6.1 Sol vs Grok 3

Grok 3 has enough public results to be ranked (#150); GPT-6.1 Sol does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

GPT-6.1 Sol OpenAI

42.1

Unranked Sparse

Grok 3 xAI

39.6

Rank #150 Confirmed

Summary

  • The widest gap is in coding, where GPT-6.1 Sol leads 51.4 to 41.5.

Side by side

GPT-6.1 Sol and Grok 3 specifications
GPT-6.1 SolGrok 3
ProviderOpenAIxAI
Noometry Index42.139.6
Released2026-09-292025-04-09
WeightsProprietaryProprietary
Context window1.05M—
Max output128K—
Input $ / M tokens$2—
Output $ / M tokens$10—
Results tracked240

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Category by category

Coding GPT-6.1 Sol leads

GPT-6.1 Sol: 51.4, Grok 3: 41.5 (#113)

Coding benchmarks
BenchmarkGPT-6.1 SolGrok 3
DeepSWE75.2%—
Aider Polyglot—53.3%
WeirdML—37.2%
LMArena Coding—1432

Agentic & Tool Use GPT-6.1 Sol leads

GPT-6.1 Sol: 34.3, Grok 3: 30.2 (#69)

Agentic & Tool Use benchmarks
BenchmarkGPT-6.1 SolGrok 3
BALROG—29.5%
GDP.pdf32%—

Reasoning Not comparable

GPT-6.1 Sol: —, Grok 3: 13.8 (#322)

Reasoning benchmarks
BenchmarkGPT-6.1 SolGrok 3
ARC-AGI-2—0%
SimpleBench—36.1%
Kagi LLM Benchmark—61.3%
ARC-AGI-1—5.5%
LMArena Hard Prompts—1433
Epoch Capabilities Index—138.34

Math Not comparable

GPT-6.1 Sol: —, Grok 3: 36.2 (#122)

Math benchmarks
BenchmarkGPT-6.1 SolGrok 3
OTIS Mock AIME 2024-2025—55.6%
Omni-MATH—46.4%
LMArena Math—1390
MATH Level 5—88.7%
FrontierMath (Feb 2025 set)—3.8%
FrontierMath Tier 4 (v1)—0%

Knowledge Not comparable

GPT-6.1 Sol: —, Grok 3: 46.0 (#76)

Knowledge benchmarks
BenchmarkGPT-6.1 SolGrok 3
GPQA Diamond—75.8%
MMLU-Pro—78.8%
Confabulations—14.2%
Vectara Hallucination Rate—5.8%
GPQA (HELM)—65%
LMArena Expert—1420

Multilingual Not comparable

GPT-6.1 Sol: —, Grok 3: 52.5 (#81)

Multilingual benchmarks
BenchmarkGPT-6.1 SolGrok 3
LMArena Non-English—1411
LMArena Chinese—1448
LMArena French—1460
LMArena German—1431
LMArena Japanese—1389
LMArena Korean—1374
LMArena Russian—1416
LMArena Spanish—1417

Instruction Following Not comparable

GPT-6.1 Sol: —, Grok 3: 75.2 (#69)

Instruction Following benchmarks
BenchmarkGPT-6.1 SolGrok 3
IFEval—88.4%
LMArena Instruction Following—1409

Long Context Not comparable

GPT-6.1 Sol: —, Grok 3: 38.7 (#187)

Long Context benchmarks
BenchmarkGPT-6.1 SolGrok 3
Fiction.LiveBench—58.3%
LMArena Longer Query—1439

Writing & Preference Not comparable

GPT-6.1 Sol: —, Grok 3: 56.0 (#136)

Writing & Preference benchmarks
BenchmarkGPT-6.1 SolGrok 3
LMArena Text—1426
LMArena Creative Writing—1414
Short-Story Creative Writing—76.4%
EQ-Bench Creative Writing—1186
WildBench—84.9%
LMArena Multi-Turn—1424

Frequently asked questions

Is GPT-6.1 Sol better than Grok 3?

Grok 3 has enough public results to be ranked (#150); GPT-6.1 Sol does not yet, so treat this comparison as directional.

Is GPT-6.1 Sol or Grok 3 better for coding?

GPT-6.1 Sol scores higher on coding benchmarks: 51.4 versus 41.5 in the Noometry coding category.

How many benchmarks do GPT-6.1 Sol and Grok 3 share?

0 benchmarks have published results for both models. GPT-6.1 Sol has 2 scored results on Noometry and Grok 3 has 40.

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