BenchLeader

Olmo 3 7B Think

Reasoning effort

Olmo 3 7B Think is an Ai2 open-weights model, released 20 Nov 2025. Its best configuration (thinking reasoning effort) ranks #678 of 785 on the BenchLeader Index at 39.7 ±5.5, in the lower half. The ± is the point: 279 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 (44) and lowest in long context (23). It has been measured at 2 reasoning-effort settings; this summary describes the best-scoring one, and the tabs above switch between them. Last measured 20 Nov 2025.stale: no new result in six months

Blended price
–
Output speed
–
First answer
–
Context
66k
Full answer
–
Cost per run
–
Released
20 Nov 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index40
  2. Reasoning41
  3. Agents & tools34
  4. Knowledge29
  5. Instruction following44
  6. Long context23
  7. Composite36

Reasoning-effort configurations

The same model behaves differently depending on how much it is allowed to think. Each row is one setting, scored only on the benchmarks that were run at that setting. “Not stated” collects results from publishers that did not say which setting they used; for a reasoning model that is usually its thinking mode, but we do not assume it. Pick a setting here or at the top of the page to see its price, speed and category scores.

EffortIndexRankSpeedFirst answerChat reply costCategories
thinkingbest39.7#678–––Agents & tools 34 · Composite 36 · Instruction following 44 · Knowledge 29 · Long context 23 · Reasoning 41
not stated38.5#713–––Agents & tools 34 · Composite 35 · Instruction following 36 · Knowledge 27 · Long context 23 · Reasoning 41

How its index has moved

9 Sept 2026 to 21 Oct 2026
333946
  • thinking
  • not stated

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

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.

Metadata

Benchmarkthinkingnot statedSource
AA Openness Indexnot in index88.9#188.9#1Artificial Analysis

Reasoning

Benchmarkthinkingnot statedSource
GPQA Diamond (AA)not in index51.6%#41940.0%#479Artificial Analysis
Humanity's Last Exam (AA)not in index6.0%#4095.8%#416Artificial Analysis
CritPt0.0%#3150.0%#315Artificial Analysis

Agents & tools

Benchmarkthinkingnot statedSource
Terminal-Bench Hard0.8%#3490.0%#362Artificial Analysis
τ²-Bench Telecom (AA)not in index0.0%#39312.6%#373Artificial Analysis

Knowledge

Benchmarkthinkingnot statedSource
AA-Omniscience-71.8#520-77.1#531Artificial Analysis
AA-Omniscience: accuracynot in index11.1%#4857.4%#523Artificial Analysis
AA-Omniscience: non-hallucinationnot in index6.8%#4978.8%#448Artificial Analysis

Instruction following

Benchmarkthinkingnot statedSource
IFBench41.5%#24632.8%#336Artificial Analysis

Long context

Benchmarkthinkingnot statedSource
AA-LCR0.0%#4930.0%#493Artificial Analysis

Composite

Benchmarkthinkingnot statedSource
AA Intelligence Index v4.3.25.6#5695.2#592Artificial Analysis

More from Ai2

New this month

See also

Questions people ask

What are Olmo 3 7B Think's benchmark scores?
As of 25 Oct 2026, Olmo 3 7B Think (thinking effort) scores 39.7 ±5.5 on the BenchLeader Index, strongest in instruction following (44) and weakest in long context (23). That rests on 6 independent benchmark results, and every score on this page links to its publisher.
How does Olmo 3 7B Think rank?
Olmo 3 7B Think (thinking effort) is #678 of 785 ranked configurations on 25 Oct 2026. 279 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 3 7B Think released?
Ai2 released Olmo 3 7B Think on 20 Nov 2025. BenchLeader has results for it at 2 reasoning-effort settings.

Data as of 25 Oct 2026. Compare these configurations.

Cite as: BenchLeader, “Olmo 3 7B Think: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/olmo-3-7b.