Get an audit

Head to head · Video generate · October 2026 research run

Alibaba Wan (Model Studio) vs PixVerse API

Alibaba Wan (Model Studio) has a score of 65.4 (B) against PixVerse API's 42.8 (E). Both do video generate. The largest gap is security & auth, 52 points.

Alibaba Wan (Model Studio)Alibaba Cloud · Model API B65.4/100#173 of 452 PixVerse APIPixVerse · Model API E42.8/100#412 of 452

Which one, for what

Pick Alibaba Wan (Model Studio) for

  • reliability (+35)
  • schema & documentation (+9)
  • security & auth (+52)
  • payments & pricing (+10)
  • maintenance & community (+25)
  • transparency & trust (+31)

Pick PixVerse API for

  • agent ergonomics (+7)

Score by category

CategoryWeight this runAlibaba Wan (Model Studio)PixVerse APIEdge
Reliability16%207035Alibaba Wan (Model Studio) +35
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26758Alibaba Wan (Model Studio) +9
Agent ergonomics13%16.26370PixVerse API +7
Security & auth14%17.58028Alibaba Wan (Model Studio) +52
Payments & pricing10%12.52010Alibaba Wan (Model Studio) +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87752Alibaba Wan (Model Studio) +25
Transparency & trust7%8.88049Alibaba Wan (Model Studio) +31
Negative events≤1500
Total65.4 · B42.8 · E

Facts side by side

FactAlibaba Wan (Model Studio)PixVerse API
KindModel APIModel API
VendorAlibaba CloudPixVerse
Hosted endpointhttps://dashscope-intl.aliyuncs.com/api/v1https://app-api.pixverse.ai/openapi/v2
TransportsHTTPHTTP, stdio
AuthAPI keyAPI key
PricingFreemiumPay per use
x402nono
LicenceApache-2.0 (Wan 2.1 and 2.2 weights)none
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.txtyesyes
MCP registrynot listednot listed
Last release2026-09-242026-09-24
Popularity18k starsnone
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.

PixVerse API

V6 at about $0.04 a second at 720p, with audio and clips up to 15 seconds. Plan prices and the dollar value of a credit sit on a JavaScript-only billing page.

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

PixVerse API

  1. Generate a new UUID for Ai-trace-id on every new submit. Reuse it only to fetch the same job again
  2. Poll the result endpoint. Status 1 is done, 5 generating, 7 moderation failure, 8 failed
  3. Moderate prompts before calling. Repeated status 7 results can suspend the key
  4. Use model v6 or c1 for new work. Older model tables still sit in the docs

Other comparisons with Alibaba Wan (Model Studio) or PixVerse API

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.

Get an auditSee a sample report