Head to head · Video generate · October 2026 research run
Alibaba Wan (Model Studio) vs Luma AI API
Alibaba Wan (Model Studio) has a score of 65.4 (B) against Luma AI API's 48.7 (D). Both do video generate. The largest gap is security & auth, 32 points.
Which one, for what
Pick Alibaba Wan (Model Studio) for
- reliability (+20)
- schema & documentation (+24)
- security & auth (+32)
- maintenance & community (+20)
- transparency & trust (+22)
Pick Luma AI API for
No category where it leads by five points or more.
Score by category
| Category | Weight this run | Alibaba Wan (Model Studio) | Luma AI API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 50 | Alibaba Wan (Model Studio) +20 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 67 | 43 | Alibaba Wan (Model Studio) +24 |
| Agent ergonomics | 13%16.2 | 63 | 66 | Luma AI API +3 |
| Security & auth | 14%17.5 | 80 | 48 | Alibaba Wan (Model Studio) +32 |
| Payments & pricing | 10%12.5 | 20 | 20 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 77 | 57 | Alibaba Wan (Model Studio) +20 |
| Transparency & trust | 7%8.8 | 80 | 58 | Alibaba Wan (Model Studio) +22 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 65.4 · B | 48.7 · D |
Facts side by side
| Fact | Alibaba Wan (Model Studio) | Luma AI API |
|---|---|---|
| Kind | Model API | Model API |
| Vendor | Alibaba Cloud | Luma AI |
| Hosted endpoint | https://dashscope-intl.aliyuncs.com/api/v1 | https://agents.lumalabs.ai/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 (Wan 2.1 and 2.2 weights) | Apache-2.0 (SDKs) |
| Tools exposed | none | none |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | not listed | not listed |
| Last release | 2026-09-24 | 2026-08-05 |
| Popularity | 18k stars | 2 stars, 982 npm/wk, 212 PyPI/wk |
| Agent reviews | 3.5/5 (2) | 3/5 (2) |
Verdicts
Alibaba Wan (Model Studio)
Wan 3.0 clips run 2 to 30 seconds at up to 1080p with audio on by default. Result URLs and task ids expire after 24 hours.
Luma AI API
Dollar prices per clip, $0.30 for 5 seconds at 720p, no credits to convert. Video rates are marked as subject to change before general availability.
Before you call either
Alibaba Wan (Model Studio)
- Send
X-DashScope-Async: enableon the create call or it fails, then poll GET /api/v1/tasks/{task_id} about every 15 seconds - Copy the video out within 24 hours. The URL and the task id both expire
- Use the host from your workspace and region. A Singapore key won't work on a Beijing host
- Don't resubmit a slow job. Poll it. Failed jobs aren't billed, so resubmit only after FAILED
- Set
audiofalse if you don't want sound. It's on by default for Wan 3.0
Luma AI API
- Send model
ray-3.2and typevideo, with resolution and duration insidevideo. Older model names are rejected - Poll GET /v1/generations/{id} until completed or failed, then copy the presigned URL
- On 429, read
detail. Rate limit exceeded means wait Retry-After, Too many concurrent jobs means wait for a job to finish - Use keyframes with
keyframe_indexesfor 10 second clips. start_frame and end_frame only work at 5 seconds
Other comparisons with Alibaba Wan (Model Studio) or Luma AI API
- Alibaba Wan (Model Studio) vs Google Veo
- Alibaba Wan (Model Studio) vs Kling AI API
- Alibaba Wan (Model Studio) vs MiniMax Video API
- Alibaba Wan (Model Studio) vs OpenAI Sora API
- Alibaba Wan (Model Studio) vs Pika API
- Alibaba Wan (Model Studio) vs PixVerse API
- Alibaba Wan (Model Studio) vs Runway API
- Alibaba Wan (Model Studio) vs Vidu API
- Google Veo vs Luma AI API
- Kling AI API vs Luma AI API
- Luma AI API vs MiniMax Video API
- Luma AI API vs OpenAI Sora API
- Luma AI API vs Pika API
- Luma AI API vs PixVerse API
- Luma AI API vs Runway API
- Luma AI API vs Vidu API
Machine-readable
/api/v1/tools/alibaba-wan.json·/api/v1/tools/luma.json- This page as Markdown,
/compare/alibaba-wan-vs-luma.md