Qwen 3 VL 235B A22B Thinking
Not tested yet
Language modelActive
Qwen 3 VL 235B A22B Thinking
Alibaba
- Released
- September 22, 2025
- Data date
- September 8, 2026
- Intelligence
- Overall score
- Speed
- 55.8 tokens/sOutput throughput
- Price
- Input · Output / 1M tokens
- Input
- Text, Image, Video
- Output
- Text
No published category-wide ranking is available for this model.
Entries 1-12 of 12. Page 1 of 1.
Measurements without matching peer values
These measurements have no matching peer values under the same test conditions. Their original values and sources remain available here.
MMMU (Show measurement, test conditions, and source)
- Source value
- 80.6
- Score
- 80.6
- Metric
- percent
- Unit
- %
- Category
- visual
- Direction
- Higher is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:0
- Source type
- vendor-reported
- Evaluator
- Qwen3-VL Technical Report
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Vendor-reported result. Exact model column; report evaluates thinking/instruct variants separately
MMMU-Pro (Show measurement, test conditions, and source)
- Source value
- 69.3
- Score
- 69.3
- Metric
- percent
- Unit
- %
- Category
- visual
- Direction
- Higher is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:1
- Source type
- vendor-reported
- Evaluator
- Qwen3-VL Technical Report
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Vendor-reported result. Exact model column; report evaluates thinking/instruct variants separately
MathVision (Show measurement, test conditions, and source)
- Source value
- 74.6
- Score
- 74.6
- Metric
- percent
- Unit
- %
- Category
- visual
- Direction
- Higher is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:2
- Source type
- vendor-reported
- Evaluator
- Qwen3-VL Technical Report
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Vendor-reported result. Exact model column; report evaluates thinking/instruct variants separately
DocVQA test (Show measurement, test conditions, and source)
- Source value
- 96.5
- Score
- 96.5
- Metric
- percent
- Unit
- %
- Category
- document
- Direction
- Higher is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:3
- Source type
- vendor-reported
- Evaluator
- Qwen3-VL Technical Report
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Vendor-reported result. Exact model column; report evaluates thinking/instruct variants separately
VideoMME w/o subtitles (Show measurement, test conditions, and source)
- Source value
- 79
- Score
- 79
- Metric
- percent
- Unit
- %
- Category
- video
- Direction
- Higher is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:5
- Source type
- vendor-reported
- Evaluator
- Qwen3-VL Technical Report
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Vendor-reported result. Exact model column; report evaluates thinking/instruct variants separately
OCRBench (Show measurement, test conditions, and source)
- Source value
- 875
- Score
- 875
- Metric
- points
- Unit
- points
- Category
- document
- Direction
- Higher is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:4
- Source type
- vendor-reported
- Evaluator
- Qwen3-VL Technical Report
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Vendor-reported result. Exact model column; report evaluates thinking/instruct variants separately
Output speed (Show measurement, test conditions, and source)
- Source value
- 55.8351013442385
- Score
- 55.8351013442385
- Metric
- tokens/s
- Unit
- tokens/s
- Direction
- Higher is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:6
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Independent evaluation. Reasoning; default 10K-input workload only
- Context
- Artificial Analysis performance timing; output speed is decoded after the first streaming chunk. Provider basis: first-party API. Deprecated model. Artificial Analysis only continues benchmarking the default 10K-input workload.
Latency reasoning time (Show measurement, test conditions, and source)
- Source value
- 35.819761258593566
- Score
- 35.819761258593566
- Metric
- seconds
- Unit
- seconds
- Direction
- Lower is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:7
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Independent evaluation. Reasoning; default 10K-input workload only
- Context
- Artificial Analysis performance timing; output speed is decoded after the first streaming chunk. Provider basis: first-party API. Deprecated model. Artificial Analysis only continues benchmarking the default 10K-input workload.
Latency input time (Show measurement, test conditions, and source)
- Source value
- 2.98233183900004
- Score
- 2.98233183900004
- Metric
- seconds
- Unit
- seconds
- Direction
- Lower is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:8
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Independent evaluation. Reasoning; default 10K-input workload only
- Context
- Artificial Analysis performance timing; output speed is decoded after the first streaming chunk. Provider basis: first-party API. Deprecated model. Artificial Analysis only continues benchmarking the default 10K-input workload.
Answer generation time (end-to-end timing breakdown) (Show measurement, test conditions, and source)
- Source value
- 8.954940314648391
- Score
- 8.954940314648391
- Metric
- seconds
- Unit
- seconds
- Direction
- Lower is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:9
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Independent evaluation. Reasoning; default 10K-input workload only
- Context
- Artificial Analysis performance timing; output speed is decoded after the first streaming chunk. Provider basis: first-party API. Deprecated model. Artificial Analysis only continues benchmarking the default 10K-input workload.
End-to-end reasoning time component (Show measurement, test conditions, and source)
- Source value
- 35.819761258593566
- Score
- 35.819761258593566
- Metric
- seconds
- Unit
- seconds
- Direction
- Lower is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:10
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Independent evaluation. Reasoning; default 10K-input workload only
- Context
- Artificial Analysis performance timing; output speed is decoded after the first streaming chunk. Provider basis: first-party API. Deprecated model. Artificial Analysis only continues benchmarking the default 10K-input workload.
End-to-end input time component (Show measurement, test conditions, and source)
- Source value
- 2.98233183900004
- Score
- 2.98233183900004
- Metric
- seconds
- Unit
- seconds
- Direction
- Lower is better
- Comparison cohort
- research:qwen-3-vl-235b-a22b-thinking:11
- Source type
- independent-evaluator
- Evaluator
- Artificial Analysis
- Status
- active
- Retrieved at
- 2026-09-08
- Methodology
- Independent evaluation. Reasoning; default 10K-input workload only
- Context
- Artificial Analysis performance timing; output speed is decoded after the first streaming chunk. Provider basis: first-party API. Deprecated model. Artificial Analysis only continues benchmarking the default 10K-input workload.
Our model tests
Community tests you can inspect
Compare how the models respond to the same prompt. Each test shows the first attempt, with no subsequent fixes to the generated code. These results do not contribute to an overall score.
Pelican on a bicycle
A community classic for free-form SVG drawing.
Prompt and test conditions
Generate an SVG of a pelican riding a bicycle
Token limit including reasoning: 8,192 tokens
Task origin (Simon Willison)Profile
Specifications and access
Published information about this model. Existing estimates are explicitly labeled.
Additional source observations
Dated documentation and model-card observations. Provider limits, native context and extended context can differ. Configuration notes retain the source wording.
- Weights repository
- Qwen/Qwen3-VL-235B-A22B-ThinkingSource
- License
- Apache-2.0Source
- Architecture
- vision encoder + MLP vision-language merger + Qwen3 language model; dense or MoESource
- Input
- Text, Image, VideoSource
- Output
- TextSource
- Reasoning mode
- thinkingSource
- Tool calling
- YesSource
- Structured output
- YesSource
- Native context window
- 262,144 tokensSource
- Maximum context window
- 262,144 tokensSource
- Parameters
- 235 BSource
- Active parameters
- 22 BSource
- Languages
- 39 languages testedSource
- Repository created
- 2025-09-22 (Repository creation date is a precise publication proxy, but may differ from the public announcement date or an individual checkpoint's first availability.)Source
Pricing
Published prices
Prices apply to the stated unit. Resolution, output length, and provider can change the cost.
Cost example
100 API requests
$0.24
100 requests with 1,000 input and 500 output tokens each calculate to $0.24. Input accounts for $0.04; output accounts for $0.2.
- Input price
- $0.4 / 1M tokensBase tier for each request
- Output price
- $4 / 1M tokensBase tier for each request
The calculation uses documented token prices and no cache discount. It excludes extra tools, tax, reasoning tokens, and further hidden output tokens.
Open sourceHead-to-head comparisons
Compare this model
Each matchup compares this model with exactly one other model from the same category.
There are no published direct comparisons for this model yet.
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Evidence
Sources and data date
Every statement links to its underlying documentation or leaderboard.
- Speed
Alibaba, Reasoning. Output speed after the first streaming chunk, not total response time. Classified as deprecated by Artificial Analysis. Artificial Analysis maintains only the default 10K-input workload there. Retrieved September 8, 2026.
- Price
Base API prices without caching or batch discounts. Higher context tiers and other rates are listed under Costs.
- Input
Documented modalities. Retrieved September 8, 2026.
- Output
Documented modalities. Retrieved September 8, 2026.
Research date September 8, 2026. 4 source URLs checked. This documents the inspected sources, not an exhaustive inventory of every publication.