Rank #2 / 13
Qwen3.8-Max
Qwen3.8-Max is Alibaba's Qwen model (proprietary). It is ranked 2 of 13 models with enough coverage on the Visual Intelligence Index.
- Alibaba
- Proprietary
- Qwen
- Video input
- Structured output
- Tool calling
- Streaming
- Batch API
Comparison Summary
Qwen3.8-Max ranks 2 of 13 on the perception index. Immediately ahead is GPT-6 Astra. Immediately behind is Gemini 3.7 Flash. List price is $2.00 per million input tokens and $6.00 per million output. 10 of 13 listed models cost less to prompt. Latency is 10.8s with a 1M context window and — tokens/s. Prices and most scores in this snapshot are placeholders, not sourced figures. Strongest capability in this set is Spatial Reasoning (88%). Weakest is Action / Event Understanding (75%).
- Visual Intelligence
- 85.6%
- Availability
- Proprietary
- Input / 1M tokens
- $2.00
- Output / 1M tokens
- $6.00
- Latency
- 10.8s
- Context Window
- 1M
- Speed (tokens/s)
- —
- Parameters
- 2T
- Time to first token
- —
All benchmark scores
| Benchmark | Metric | Score | 95% CI | Setting | Source |
|---|---|---|---|---|---|
| Video-MME v2 | Accuracy, no subtitles | — | — | — | — |
| LVBench | Test accuracy | — | — | — | — |
| Perception Test | Overall accuracy | 87.0% | 83.9–90.1 | 1 fps | Reported |
| NExT-QA | Accuracy (hard split) | 88.7% | 87.8–89.6 | 1 fps | Reported |
| Q-Bench Video | Overall accuracy | — | — | — | — |
| EgoSchema | Accuracy (fullset) | 84.8% | 81.7–88.0 | 1 fps | Reported |
| UCF101-AD | Accuracy | 51.0% | 49.5–52.5 | 1 fps | Reported |
Benchmark Scores
Compare reported model scores across each available benchmark or capability index.
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Capabilities Index Scores
Compare reported model scores across each available benchmark or capability index.
13 of 13 models
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Usability
3.5/ 5
What it's like to build against this model, scored out of five from the developer-facing capabilities in the dataset.
- Reachable1.0
There is an endpoint you can call without hosting anything.
- First-party API — supported
- Third-party API — supported
- Portable0.0
You can run it yourself, and are not tied to one vendor.
- Open weights — not supported
- Self-hostable — not supported
- Multimodal input0.5
It takes the footage directly, rather than frames you extracted.
- Video ingestion — supported
- Audio — not supported
- Programmable1.0
Output you can parse, and tools it can call on its own.
- Structured output — supported
- Tool calling — supported
- Operable1.0
Usable interactively and in bulk, not only one call at a time.
- Streaming — supported
- Batch API — supported
Other Alibaba models
Other models from the Alibaba family.
| Date | Model | Visual Intelligence | Latency |
|---|---|---|---|
| Jan 28, 2026 | Qwen3.5-35B-A3B | 64.7% | 9.4s |
| Jul 22, 2026 | Qwen3.8-27B | 67.5% | 15.7s |
| Aug 3, 2026 | Qwen3.8-Max | 85.6% | 10.8s |