BenchLeader

Olmo 2 32B

Olmo 2 32B is an Ai2 open-weights model, released 13 Mar 2025. Its best configuration ranks #665 of 785 on the BenchLeader Index at 40.0 ±3.7, in the lower half. The ± is the point: 249 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in instruction following (41) and lowest in long context (23). Last measured 22 Oct 2026.

Blended price
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Output speed
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First answer
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Context
4k
Full answer
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Cost per run
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Released
13 Mar 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index40
  2. Reasoning40
  3. Coding38
  4. Agents & tools34
  5. Maths39
  6. Instruction following41
  7. Human preference39
  8. Long context23
  9. Composite36

Versions

Ai2 has shipped 3 models under this name. Each is ranked on its own results; a newer version often has fewer results so far, which holds its index nearer the average until more arrive.

ModelReleasedIndexRank
Olmo 3.1 32Bthinking12 Dec 202544.0#552
Olmo 3 32Bthinking20 Nov 202542.8#585
Olmo 2 32Bthis page13 Mar 202540.0#665

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmarknot statedSourceTrend
Arena Hard Prompts1262#286Arena (LMArena)
GPQA Diamond (AA)not in index32.8%#507Artificial Analysis
Humanity's Last Exam (AA)not in index3.6%#583Artificial Analysis

Coding

Benchmarknot statedSourceTrend
Arena Coding1280#288Arena (LMArena)

Agents & tools

Benchmarknot statedSourceTrend
Terminal-Bench Hard0.0%#362Artificial Analysis
τ²-Bench Telecom (AA)not in index0.0%#393Artificial Analysis

Maths

Benchmarknot statedSourceTrend
Arena Maths1227#280Arena (LMArena)

Instruction following

Benchmarknot statedSourceTrend
IFBench38.1%#282Artificial Analysis
Arena Instruction Followingnot in index1229#290Arena (LMArena)

Human preference

Benchmarknot statedSourceTrend
Arena Text1252#288Arena (LMArena)
Arena Creative Writingnot in index1223#279Arena (LMArena)
Arena Multi-turnnot in index1244#281Arena (LMArena)
Arena Longer Queriesnot in index1245#292Arena (LMArena)

Long context

Benchmarknot statedSourceTrend
AA-LCR0.0%#493Artificial Analysis

Composite

Benchmarknot statedSourceTrend
AA Intelligence Index v4.3.26.0#549Artificial Analysis

More from Ai2

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See also

Questions people ask

What are Olmo 2 32B's benchmark scores?
As of 25 Oct 2026, Olmo 2 32B scores 40.0 ±3.7 on the BenchLeader Index, strongest in instruction following (41) and weakest in long context (23). That rests on 8 independent benchmark results, and every score on this page links to its publisher.
How does Olmo 2 32B rank?
Olmo 2 32B is #665 of 785 ranked configurations on 25 Oct 2026. 249 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
When was Olmo 2 32B released?
Ai2 released Olmo 2 32B on 13 Mar 2025.

Data as of 25 Oct 2026. Compare with another model.

Cite as: BenchLeader, “Olmo 2 32B: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/olmo-2-32b.