Model comparison

GPT-6.1 Sol vs o1-mini

o1-mini has enough public results to be ranked (#230); 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

o1-mini OpenAI

33.7

Rank #230 Confirmed

Summary

  • The widest gap is in coding, where GPT-6.1 Sol leads 51.4 to 35.1.

Side by side

GPT-6.1 Sol and o1-mini specifications
GPT-6.1 Solo1-mini
ProviderOpenAIOpenAI
Noometry Index42.133.7
Released2026-09-292024-09-12
WeightsProprietaryProprietary
Context window1.05M—
Max output128K—
Input $ / M tokens$2—
Output $ / M tokens$10—
Results tracked239

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Category by category

Coding GPT-6.1 Sol leads

GPT-6.1 Sol: 51.4, o1-mini: 35.1 (#218)

Coding benchmarks
BenchmarkGPT-6.1 Solo1-mini
DeepSWE75.2%—
Aider Polyglot—32.9%
WeirdML—36.3%
LiveBench Coding—48%
LMArena Coding—1362
HumanEval+—89%
MBPP+—78.8%

Agentic & Tool Use GPT-6.1 Sol leads

GPT-6.1 Sol: 34.3, o1-mini: 24.3 (#112)

Agentic & Tool Use benchmarks
BenchmarkGPT-6.1 Solo1-mini
Cybench—10%
GDP.pdf32%—

Reasoning Not comparable

GPT-6.1 Sol: —, o1-mini: 8.9 (#340)

Reasoning benchmarks
BenchmarkGPT-6.1 Solo1-mini
ARC-AGI-2—0.8%
SimpleBench—18.1%
ARC-AGI-1—14%
LiveBench Reasoning—72.3%
LMArena Hard Prompts—1333
LiveBench Data Analysis—57.9%
Epoch Capabilities Index—135.82
LiveBench—57.8%

Math Not comparable

GPT-6.1 Sol: —, o1-mini: 33.7 (#168)

Math benchmarks
BenchmarkGPT-6.1 Solo1-mini
OTIS Mock AIME 2024-2025—46.9%
LiveBench Math—62%
LMArena Math—1358
MATH Level 5—89.2%
FrontierMath (Feb 2025 set)—1.7%

Knowledge Not comparable

GPT-6.1 Sol: —, o1-mini: 34.8 (#180)

Knowledge benchmarks
BenchmarkGPT-6.1 Solo1-mini
GPQA Diamond—62.4%
Confabulations—18.6%
LMArena Expert—1316

Multilingual Not comparable

GPT-6.1 Sol: —, o1-mini: 43.8 (#177)

Multilingual benchmarks
BenchmarkGPT-6.1 Solo1-mini
LMArena Non-English—1289
LMArena Chinese—1314
LMArena French—1292
LMArena German—1278
LMArena Japanese—1245
LMArena Korean—1223
LMArena Russian—1283
LMArena Spanish—1302

Instruction Following Not comparable

GPT-6.1 Sol: —, o1-mini: 67.0 (#200)

Instruction Following benchmarks
BenchmarkGPT-6.1 Solo1-mini
LiveBench Instruction Following—65.4%
LMArena Instruction Following—1304

Long Context Not comparable

GPT-6.1 Sol: —, o1-mini: 40.1 (#156)

Long Context benchmarks
BenchmarkGPT-6.1 Solo1-mini
LMArena Longer Query—1321

Writing & Preference Not comparable

GPT-6.1 Sol: —, o1-mini: 48.6 (#196)

Writing & Preference benchmarks
BenchmarkGPT-6.1 Solo1-mini
LMArena Text—1317
LMArena Creative Writing—1244
Short-Story Creative Writing—64.9%
LMArena Multi-Turn—1314
LiveBench Language—40.9%

Frequently asked questions

Is GPT-6.1 Sol better than o1-mini?

o1-mini has enough public results to be ranked (#230); GPT-6.1 Sol does not yet, so treat this comparison as directional.

Is GPT-6.1 Sol or o1-mini better for coding?

GPT-6.1 Sol scores higher on coding benchmarks: 51.4 versus 35.1 in the Noometry coding category.

How many benchmarks do GPT-6.1 Sol and o1-mini share?

0 benchmarks have published results for both models. GPT-6.1 Sol has 2 scored results on Noometry and o1-mini has 39.

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