Model comparison

Molmo 2 8b vs Olmo 2 0325 32b Instruct

Molmo 2 8b is the stronger model overall, scoring 39.1 to 32.7 on the Noometry Index.

Last verified . 4 shared benchmarks.

Summary

  • They share 4 benchmarks with published results for both. Molmo 2 8b scores higher in 4 categories and Olmo 2 0325 32b Instruct in 0 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Molmo 2 8b leads 42.7 to 34.8.

Side by side

Molmo 2 8b and Olmo 2 0325 32b Instruct specifications
Molmo 2 8bOlmo 2 0325 32b Instruct
ProviderAllen Institute for AI (Ai2)Allen Institute for AI (Ai2)
Noometry Index39.132.7
Released——
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked516

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Category by category

Coding Not comparable

Molmo 2 8b: —, Olmo 2 0325 32b Instruct: 35.2 (#227)

Coding benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
LMArena Coding—1210

Reasoning Molmo 2 8b leads

Molmo 2 8b: 25.6 (#146), Olmo 2 0325 32b Instruct: 23.6 (#175)

Reasoning benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
LMArena Hard Prompts12871208

Math Not comparable

Molmo 2 8b: —, Olmo 2 0325 32b Instruct: 26.8 (#255)

Math benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
Omni-MATH—16.1%
LMArena Math—1208

Knowledge Not comparable

Molmo 2 8b: —, Olmo 2 0325 32b Instruct: 19.5 (#279)

Knowledge benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
MMLU-Pro—41.4%
GPQA (HELM)—28.7%

Multimodal Not comparable

Molmo 2 8b: 30.2 (#112), Olmo 2 0325 32b Instruct: —

Multimodal benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
LMArena Vision1081—

Multilingual Molmo 2 8b leads

Molmo 2 8b: 42.7 (#190), Olmo 2 0325 32b Instruct: 34.8 (#248)

Multilingual benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
LMArena Non-English12761160
LMArena Chinese—1192
LMArena Russian—1187

Instruction Following Molmo 2 8b leads

Molmo 2 8b: 67.0 (#201), Olmo 2 0325 32b Instruct: 61.5 (#244)

Instruction Following benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
LMArena Instruction Following12701186
IFEval—78%

Long Context Not comparable

Molmo 2 8b: —, Olmo 2 0325 32b Instruct: 36.2 (#234)

Long Context benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
LMArena Longer Query—1194

Writing & Preference Molmo 2 8b leads

Molmo 2 8b: 49.4 (#191), Olmo 2 0325 32b Instruct: 42.1 (#236)

Writing & Preference benchmarks
BenchmarkMolmo 2 8bOlmo 2 0325 32b Instruct
LMArena Text12881218
LMArena Creative Writing—1199
WildBench—73.4%
LMArena Multi-Turn—1221

Frequently asked questions

Is Molmo 2 8b better than Olmo 2 0325 32b Instruct?

Molmo 2 8b is the stronger model overall, scoring 39.1 to 32.7 on the Noometry Index.

How many benchmarks do Molmo 2 8b and Olmo 2 0325 32b Instruct share?

4 benchmarks have published results for both models. Molmo 2 8b has 5 scored results on Noometry and Olmo 2 0325 32b Instruct has 16.

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