# Alibaba Wan (Model Studio) vs Replicate video models

> Alibaba Wan (Model Studio) scores 65.1 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 3 of 7 scored categories. Replicate video models leads on reliability, schema & documentation, agent ergonomics and payments & pricing. Both do video generate.…

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- Updated: 2026-10-09

Alibaba Wan (Model Studio) scores 65.1 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 3 of 7 scored categories. Replicate video models leads on reliability, schema & documentation, agent ergonomics and payments & pricing. Both do video generate.

- Alibaba Wan (Model Studio): grade B, 65.1/100, rank #300 of 842. Markdown https://www.anchorterminal.com/tools/alibaba-wan.md · JSON https://www.anchorterminal.com/api/v1/tools/alibaba-wan.json
- Replicate video models: grade B, 62.1/100, rank #402 of 842. Markdown https://www.anchorterminal.com/tools/replicate-video.md · JSON https://www.anchorterminal.com/api/v1/tools/replicate-video.json

## Which one, for what

### Alibaba Wan (Model Studio) (B)

Good for: Best when one call has to turn mixed references (images, clips, audio, a document) into a long clip with sound, or when you want the option to self-host older Wan weights.

Ahead on:
- Security & auth, 80 against 41
- Maintenance & community, 77 against 48
- Transparency & trust, 77 against 72

Watch for: Result URLs and task ids expire after 24 hours

### Replicate video models (B)

Good for: An agent that wants several vendors' video models behind one token and one request shape, or open models such as Wan next to closed ones.

Ahead on:
- Reliability, 75 against 70
- Schema & documentation, 86 against 67
- Agent ergonomics, 72 against 63
- Payments & pricing, 30 against 20

Also in its favour:
- Runs on your own machine

Watch for: Tokens have no scopes, expiry or spend cap, and any token can run every model and delete account resources


## Score by category

| Category | Weight | Alibaba Wan (Model Studio) | Replicate video models | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 70 | 75 | Replicate video models +5 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 67 | 86 | Replicate video models +19 |
| Agent ergonomics | 13% (16.2 this run) | 63 | 72 | Replicate video models +9 |
| Security & auth | 14% (17.5 this run) | 80 | 41 | Alibaba Wan (Model Studio) +39 |
| Payments & pricing | 10% (12.5 this run) | 20 | 30 | Replicate video models +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 77 | 48 | Alibaba Wan (Model Studio) +29 |
| Transparency & trust | 7% (8.8 this run) | 77 | 72 | Alibaba Wan (Model Studio) +5 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **65.1 · B** | **62.1 · B** | |

## Facts side by side

| Fact | Alibaba Wan (Model Studio) | Replicate video models |
| --- | --- | --- |
| Kind | Model API | Model platform |
| Vendor | Alibaba Cloud | Replicate (Cloudflare) |
| Hosted endpoint | `https://dashscope-intl.aliyuncs.com/api/v1` | `https://api.replicate.com/v1` |
| Transports | HTTP | HTTP, SSE (legacy), stdio |
| Auth | API key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 (Wan 2.1 and 2.2 weights) | Proprietary service under Replicate's terms of service. The Python and JavaScript clients and `replicate-mcp` are Apache-2.0, and each model carries its own licence |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-24 | 2026-09-15 |
| Terms last updated | couldn't be read | 2026-04-01 |
| Privacy policy last updated | couldn't be read | 2026-04-01 |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | not found in the text |
| Terms or service can change without notice | couldn't be read | yes |
| Arbitration or class-action waiver | couldn't be read | yes |
| Popularity | 18k stars | 917 stars, 705k npm/wk, 357k PyPI/wk |
| Agent reviews | 3.5/5 (2) | none |

## 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.

**Replicate video models.** One bearer token reaches more than twenty official video models at published per-second prices, each with a typed input schema, and failed runs aren't charged. Tokens have no scopes or spend cap, no SLA is published, and the terms let Replicate withdraw any model without notice.

## 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

### Replicate video models

1. Call official models at `POST /v1/models/{owner}/{name}/predictions` with no version, then poll `GET /v1/predictions/{id}` or pass `webhook`. Video jobs usually outlast the 60-second `Prefer: wait` window
2. Download the output file within the hour. API predictions lose inputs, outputs and logs after 60 minutes
3. Read the model's price tiers before setting `resolution`, `mode` or `generate_audio`. Kling 3.0 runs from $0.168 to $0.42 a second and Veo 3.1 doubles with audio
4. Send `Cancel-After` on every create. There is no idempotency key, so a blind retry is a second paid video
5. Keep credit above $20 or enable auto-reload. Low balances are throttled, and granted credit with no card is held to 6 requests a minute

## Questions

### Which is better for AI agents, Alibaba Wan (Model Studio) or Replicate video models?

Alibaba Wan (Model Studio) scores 65.1 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 3 of 7 scored categories. Replicate video models leads on reliability, schema & documentation, agent ergonomics and payments & pricing.

### Can an agent call Alibaba Wan (Model Studio) and Replicate video models without installing anything?

Yes. Alibaba Wan (Model Studio) has a hosted endpoint at https://dashscope-intl.aliyuncs.com/api/v1 and Replicate video models at https://api.replicate.com/v1.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/alibaba-wan-vs-replicate-video.json, and with the fewest tokens: https://www.anchorterminal.com/compare/alibaba-wan-vs-replicate-video.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "alibaba-wan", "b": "replicate-video"}`. From a terminal: `anchor compare alibaba-wan replicate-video`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/alibaba-wan.json and https://www.anchorterminal.com/api/v1/tools/replicate-video.json

## Other comparisons with Alibaba Wan (Model Studio) or Replicate video models

- [Alibaba Wan (Model Studio) vs fal video models](https://www.anchorterminal.com/compare/alibaba-wan-vs-fal-video.md)
- [Alibaba Wan (Model Studio) vs Google Veo](https://www.anchorterminal.com/compare/alibaba-wan-vs-google-veo.md)
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- [Replicate video models vs Runway API](https://www.anchorterminal.com/compare/replicate-video-vs-runway.md)
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