BenchLeader

Qwen-VL

Reasoning effort

Qwen-VL is an Alibaba proprietary model, released 18 Jan 2024. It is not yet ranked: 2 independent results so far, and the index needs at least five across two categories. At $1.40 per million tokens blended it is pricier than most ranked models. 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 19 Oct 2026.

Blended price
$1.40/M
$0.800 in · $3.20 out
Output speed
–
First answer
–
Context
131k
Full answer
–
Cost per run
–
Released
18 Jan 2024
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Multimodal46

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
maxbest––––$0.0013Multimodal 46
not stated–––––

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.

Multimodal

Benchmarkmaxnot statedSourceTrend
Arena Vision1213#84–Arena (LMArena)
MMMU (validation)51.4%#43–MMMU
Video-MMEnot in index51.3%#3441.1%#37Video-MME
SpatialViz-Benchnot in index32.0%#7–Epoch AI Benchmarking Hub
ScienceQAnot in indexeffort not stated–68.2%#15Epoch AI Benchmarking Hub

Price history

The price above, per 1M tokens, every day it changed.

$0.00$0.880$1.76$2.64$3.52Sept 26Oct 26
input outputnow $0.800 in · $3.20 out

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0013––
Summarize a 30-page report12,000 / 600$0.011––
Code edit6,000 / 1,500$0.0096––
Agentic coding session60,000 / 4,000$0.061––
Structured extraction2,000 / 200$0.0022––

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Questions people ask

Why does Qwen-VL have no BenchLeader Index score?
The index needs at least five independent results across at least two categories; as of 24 Oct 2026 Qwen-VL has 2 that count. Launch-post scores are never used, so it is ranked once independent publishers have measured it.
How much does Qwen-VL cost per 1M tokens?
As of 24 Oct 2026, Qwen-VL costs $0.800 per 1M input tokens and $3.20 per 1M output tokens, $1.40 blended (three input tokens per output token). The list price last changed on 24 Oct 2026.
When was Qwen-VL released?
Alibaba released Qwen-VL on 18 Jan 2024. BenchLeader has results for it at 2 reasoning-effort settings.

Data as of 24 Oct 2026. Compare these configurations.

Cite as: BenchLeader, “Qwen-VL: benchmarks, pricing, speed and rank”, data as of 24 Oct 2026, https://www.benchleader.com/models/qwen-vl.