Model comparison

Claude 3 Opus vs Olmo 3.1 32b Instruct

Olmo 3.1 32b Instruct is the stronger model overall, scoring 39.4 to 29.5 on the Noometry Index.

Last verified . 16 shared benchmarks.

Claude 3 Opus Anthropic

29.5

Rank #310 Confirmed

Summary

  • They share 16 benchmarks with published results for both. Claude 3 Opus scores higher in 0 categories and Olmo 3.1 32b Instruct in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Olmo 3.1 32b Instruct leads 36.3 to 14.8.
  • Olmo 3.1 32b Instruct has downloadable open weights; the other is API-only.

Side by side

Claude 3 Opus and Olmo 3.1 32b Instruct specifications
Claude 3 OpusOlmo 3.1 32b Instruct
ProviderAnthropicAllen Institute for AI (Ai2)
Noometry Index29.539.4
Released2024-02-29—
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked4616

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Category by category

Coding Olmo 3.1 32b Instruct leads

Claude 3 Opus: 32.9 (#267), Olmo 3.1 32b Instruct: 39.5 (#157)

Coding benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Coding12641347
WeirdML19.2%—
BigCodeBench Instruct45.5%—
LiveBench Coding38.6%—
BigCodeBench Complete57.4%—
HumanEval+77.4%—
MBPP+73.3%—

Agentic & Tool Use Not comparable

Claude 3 Opus: 24.6 (#116), Olmo 3.1 32b Instruct: —

Agentic & Tool Use benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
Cybench10%—
METR Time Horizons29.5%—

Reasoning Olmo 3.1 32b Instruct leads

Claude 3 Opus: 14.6 (#324), Olmo 3.1 32b Instruct: 26.4 (#132)

Reasoning benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Hard Prompts12451322
SimpleBench23.5%—
Chess Puzzles5%—
EnigmaEval0.8%—
LiveBench Reasoning40.6%—
DTBench61.6%—
LiveBench Data Analysis57.9%—
LMCA17%—
Epoch Capabilities Index126.91—
ForecastBench58.4—
LiveBench49.2%—
WinoGrande88.5%—

Math Olmo 3.1 32b Instruct leads

Claude 3 Opus: 14.8 (#299), Olmo 3.1 32b Instruct: 36.3 (#167)

Math benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Math12731305
OTIS Mock AIME 2024-20254.7%—
LiveBench Math43.6%—
MATH Level 537.5%—

Knowledge Olmo 3.1 32b Instruct leads

Claude 3 Opus: 24.5 (#267), Olmo 3.1 32b Instruct: 36.1 (#175)

Knowledge benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Expert12231308
GPQA Diamond47.2%—
SimpleQA Verified12.6%—
Confabulations22.7%—
MMLU84.6%—

Multimodal Not comparable

Claude 3 Opus: 27.1 (#116), Olmo 3.1 32b Instruct: —

Multimodal benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Vision1023—

Multilingual Olmo 3.1 32b Instruct leads

Claude 3 Opus: 41.4 (#207), Olmo 3.1 32b Instruct: 42.6 (#191)

Multilingual benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Non-English12581275
LMArena Chinese12481304
LMArena French12751328
LMArena German12581282
LMArena Korean11871206
LMArena Russian12801268
LMArena Spanish12461336
LMArena Japanese1204—

Instruction Following Olmo 3.1 32b Instruct leads

Claude 3 Opus: 64.1 (#228), Olmo 3.1 32b Instruct: 68.6 (#187)

Instruction Following benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Instruction Following12481299
LiveBench Instruction Following63.9%—

Long Context Olmo 3.1 32b Instruct leads

Claude 3 Opus: 38.2 (#202), Olmo 3.1 32b Instruct: 39.9 (#166)

Long Context benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Longer Query12591312

Writing & Preference Olmo 3.1 32b Instruct leads

Claude 3 Opus: 47.2 (#213), Olmo 3.1 32b Instruct: 50.2 (#185)

Writing & Preference benchmarks
BenchmarkClaude 3 OpusOlmo 3.1 32b Instruct
LMArena Text12621311
LMArena Creative Writing12351264
LMArena Multi-Turn12751309
LiveBench Language50.4%—

Frequently asked questions

Is Claude 3 Opus better than Olmo 3.1 32b Instruct?

Olmo 3.1 32b Instruct is the stronger model overall, scoring 39.4 to 29.5 on the Noometry Index.

Is Claude 3 Opus or Olmo 3.1 32b Instruct better for coding?

Olmo 3.1 32b Instruct scores higher on coding benchmarks: 39.5 versus 32.9 in the Noometry coding category.

How many benchmarks do Claude 3 Opus and Olmo 3.1 32b Instruct share?

16 benchmarks have published results for both models. Claude 3 Opus has 46 scored results on Noometry and Olmo 3.1 32b Instruct has 16.

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