Model comparison

o1-pro vs Olmo 3.1 32b Instruct

Olmo 3.1 32b Instruct is the stronger model overall, scoring 39.4 to 31.5 on the Noometry Index.

Last verified . 0 shared benchmarks.

o1-pro OpenAI

31.5

Rank #271 Reported

Summary

  • The widest gap is in knowledge, where Olmo 3.1 32b Instruct leads 36.1 to 29.7.
  • Olmo 3.1 32b Instruct has downloadable open weights; the other is API-only.

Side by side

o1-pro and Olmo 3.1 32b Instruct specifications
o1-proOlmo 3.1 32b Instruct
ProviderOpenAIAllen Institute for AI (Ai2)
Noometry Index31.539.4
Released2025-03-19—
WeightsProprietaryOpen
Context window200K—
Max output100K—
Input $ / M tokens$150—
Output $ / M tokens$600—
Results tracked316

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Category by category

Coding Not comparable

o1-pro: —, Olmo 3.1 32b Instruct: 39.5 (#157)

Coding benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
LMArena Coding—1347

Reasoning Olmo 3.1 32b Instruct leads

o1-pro: 20.4 (#239), Olmo 3.1 32b Instruct: 26.4 (#132)

Reasoning benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
ARC-AGI-123.3%—
EnigmaEval6.1%—
LMArena Hard Prompts—1322

Math Not comparable

o1-pro: —, Olmo 3.1 32b Instruct: 36.3 (#167)

Math benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
LMArena Math—1305

Knowledge Olmo 3.1 32b Instruct leads

o1-pro: 29.7 (#234), Olmo 3.1 32b Instruct: 36.1 (#175)

Knowledge benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
Humanity's Last Exam8.1%—
LMArena Expert—1308

Multilingual Not comparable

o1-pro: —, Olmo 3.1 32b Instruct: 42.6 (#191)

Multilingual benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
LMArena Non-English—1275
LMArena Chinese—1304
LMArena French—1328
LMArena German—1282
LMArena Korean—1206
LMArena Russian—1268
LMArena Spanish—1336

Instruction Following Not comparable

o1-pro: —, Olmo 3.1 32b Instruct: 68.6 (#187)

Instruction Following benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
LMArena Instruction Following—1299

Long Context Not comparable

o1-pro: —, Olmo 3.1 32b Instruct: 39.9 (#166)

Long Context benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
LMArena Longer Query—1312

Writing & Preference Not comparable

o1-pro: —, Olmo 3.1 32b Instruct: 50.2 (#185)

Writing & Preference benchmarks
Benchmarko1-proOlmo 3.1 32b Instruct
LMArena Text—1311
LMArena Creative Writing—1264
LMArena Multi-Turn—1309

Frequently asked questions

Is o1-pro better than Olmo 3.1 32b Instruct?

Olmo 3.1 32b Instruct is the stronger model overall, scoring 39.4 to 31.5 on the Noometry Index.

How many benchmarks do o1-pro and Olmo 3.1 32b Instruct share?

0 benchmarks have published results for both models. o1-pro has 3 scored results on Noometry and Olmo 3.1 32b Instruct has 16.

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