What are Molmo2-8B's benchmark scores?

As of 25 Oct 2026, Molmo2-8B scores 36.4 ±4.9 on the BenchLeader Index, strongest in reasoning (41) and weakest in multimodal (20). That rests on 7 independent benchmark results, and every score on this page links to its publisher.

How does Molmo2-8B rank?

Molmo2-8B is #748 of 785 ranked configurations on 25 Oct 2026. 171 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 Molmo2-8B released?

Ai2 released Molmo2-8B on 11 Dec 2025.

Ai2 Open weights: allenai/Molmo2-8B Compare with another model

Molmo2-8B

Molmo2-8B is an Ai2 open-weights model, released 11 Dec 2025. Its best configuration ranks #748 of 785 on the BenchLeader Index at 36.4 ±4.9, in the lower half. The ± is the point: 171 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 reasoning (41) and lowest in multimodal (20). Last measured 11 Dec 2025.stale: no new result in six months

Blended price: –
Output speed: –
First answer: –
Context: 37k
Full answer: –
Cost per run: –
Released: 11 Dec 2025

How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.

Overall index36
Reasoning41
Agents & tools34
Knowledge30
Instruction following31
Multimodal20
Long context23
Composite35

How its index has moved

9 Sept 2026 to 21 Oct 2026

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.

Reasoning

Benchmark	not stated	Source
GPQA Diamond (AA)not in index	42.5%#467	Artificial Analysis
Humanity's Last Exam (AA)not in index	4.3%#515	Artificial Analysis
CritPt	0.0%#315	Artificial Analysis

Agents & tools

Benchmark	not stated	Source
Terminal-Bench Hard	0.0%#362	Artificial Analysis
τ²-Bench Telecom (AA)not in index	0.0%#393	Artificial Analysis

Knowledge

Benchmark	not stated	Source
AA-Omniscience	-69.2#510	Artificial Analysis
AA-Omniscience: accuracynot in index	11.4%#480	Artificial Analysis
AA-Omniscience: non-hallucinationnot in index	8.9%#445	Artificial Analysis

Instruction following

Benchmark	not stated	Source
IFBench	26.9%#381	Artificial Analysis

Multimodal

Benchmark	not stated	Source
MMMU-Pro	37.5%#271	Artificial Analysis

Long context

Benchmark	not stated	Source
AA-LCR	0.0%#493	Artificial Analysis

Composite

Benchmark	not stated	Source
AA Intelligence Index v4.3.2	5#612	Artificial Analysis

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Questions people ask

What are Molmo2-8B's benchmark scores?: As of 25 Oct 2026, Molmo2-8B scores 36.4 ±4.9 on the BenchLeader Index, strongest in reasoning (41) and weakest in multimodal (20). That rests on 7 independent benchmark results, and every score on this page links to its publisher.
How does Molmo2-8B rank?: Molmo2-8B is #748 of 785 ranked configurations on 25 Oct 2026. 171 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 Molmo2-8B released?: Ai2 released Molmo2-8B on 11 Dec 2025.

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

Cite as: BenchLeader, “Molmo2-8B: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/molmo2-8b.