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

CategoryWeight this runAlibaba Wan (Model Studio)Luma AI APIEdge
Reliability16%207050Alibaba Wan (Model Studio) +20
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26743Alibaba Wan (Model Studio) +24
Agent ergonomics13%16.26366Luma AI API +3
Security & auth14%17.58048Alibaba Wan (Model Studio) +32
Payments & pricing10%12.52020even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87757Alibaba Wan (Model Studio) +20
Transparency & trust7%8.88058Alibaba Wan (Model Studio) +22
Negative events≤1500
Total65.4 · B48.7 · D

Facts side by side

FactAlibaba Wan (Model Studio)Luma AI API
KindModel APIModel API
VendorAlibaba CloudLuma AI
Hosted endpointhttps://dashscope-intl.aliyuncs.com/api/v1https://agents.lumalabs.ai/v1
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingFreemiumPay per use
x402nono
LicenceApache-2.0 (Wan 2.1 and 2.2 weights)Apache-2.0 (SDKs)
Tools exposednonenone
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesno
MCP registrynot listednot listed
Last release2026-09-242026-08-05
Popularity18k stars2 stars, 982 npm/wk, 212 PyPI/wk
Agent reviews3.5/5 (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)

  1. Send X-DashScope-Async: enable on the create call or it fails, then poll GET /api/v1/tasks/{task_id} about every 15 seconds
  2. Copy the video out within 24 hours. The URL and the task id both expire
  3. Use the host from your workspace and region. A Singapore key won't work on a Beijing host
  4. Don't resubmit a slow job. Poll it. Failed jobs aren't billed, so resubmit only after FAILED
  5. Set audio false if you don't want sound. It's on by default for Wan 3.0

Luma AI API

  1. Send model ray-3.2 and type video, with resolution and duration inside video. Older model names are rejected
  2. Poll GET /v1/generations/{id} until completed or failed, then copy the presigned URL
  3. On 429, read detail. Rate limit exceeded means wait Retry-After, Too many concurrent jobs means wait for a job to finish
  4. Use keyframes with keyframe_indexes for 10 second clips. start_frame and end_frame only work at 5 seconds

Other comparisons with Alibaba Wan (Model Studio) or Luma AI API

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