Why does Qwen2-VL-7B have no BenchLeader Index score?

The index needs at least five independent results across at least two categories; as of 25 Oct 2026 Qwen2-VL-7B has 1 that count. Launch-post scores are never used, so it is ranked once independent publishers have measured it.

When was Qwen2-VL-7B released?

Alibaba released Qwen2-VL-7B on 29 Aug 2024.

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Qwen2-VL-7B

Qwen2-VL-7B is an Alibaba proprietary model, released 29 Aug 2024. It is not yet ranked: 1 independent result so far, and the index needs at least five across two categories. Last measured 19 Oct 2026.

Blended price: –
Output speed: –
First answer: –
Context: –
Full answer: –
Cost per run: –
Released: 29 Aug 2024

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

Multimodal24

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.

Agents & tools

Benchmark	not stated	Source	Trend
BALROGnot in index	3.7%#37	BALROG

Multimodal

Benchmark	not stated	Source	Trend
Arena Vision	990#145	Arena (LMArena)
Video-MMEnot in index	63.9%#21	Video-MME

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Questions people ask

Why does Qwen2-VL-7B have no BenchLeader Index score?: The index needs at least five independent results across at least two categories; as of 25 Oct 2026 Qwen2-VL-7B has 1 that count. Launch-post scores are never used, so it is ranked once independent publishers have measured it.
When was Qwen2-VL-7B released?: Alibaba released Qwen2-VL-7B on 29 Aug 2024.

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

Cite as: BenchLeader, “Qwen2-VL-7B: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/qwen2-vl-7b.