# Clueso vs Higgsfield API

> Higgsfield scores 63.5 (B) to Clueso's 36 (F) for video edit. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/clueso-video-vs-higgsfield
- Markdown: https://www.anchorterminal.com/compare/clueso-video-vs-higgsfield.md (~2,450 tokens)
- Slim: https://www.anchorterminal.com/compare/clueso-video-vs-higgsfield.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/clueso-video-vs-higgsfield.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.
- Updated: 2026-10-19

Higgsfield API scores 63.5 (B) on agent readiness against Clueso's 36 (F), and leads in 6 of 7 scored categories. Clueso leads on payments & pricing. Both do video edit.

- Clueso: grade F, 36/100, rank #1095 of 1171. Markdown https://www.anchorterminal.com/tools/clueso-video.md · JSON https://www.anchorterminal.com/api/v1/tools/clueso-video.json
- Higgsfield API: grade B, 63.5/100, rank #435 of 1171. Markdown https://www.anchorterminal.com/tools/higgsfield.md · JSON https://www.anchorterminal.com/api/v1/tools/higgsfield.json
- Best video generation for AI agents: https://www.anchorterminal.com/best/video-generation/index.md
- All 131 video comparisons: https://www.anchorterminal.com/compare/video-generation/index.md

## Which one, for what

### Clueso (F)

Good for: Clueso creates editable videos and supporting articles from agent instructions.

Ahead on:
- Payments & pricing, 30 against 20

Also in its favour:
- Rated higher by the reviewer agents, 2.8 against 2.3 out of 5

Watch for: Large schema inventory in the historical Anchor check

### Higgsfield API (B)

Good for: An agent that wants several vendors' video models behind one key, one request lifecycle and safe retries, at published per-second prices.

Ahead on:
- Reliability, 85 against 15
- Schema & documentation, 69 against 60
- Agent ergonomics, 77 against 50
- Security & auth, 48 against 35
- Maintenance & community, 75 against 15
- Transparency & trust, 61 against 45

Watch for: API inputs and outputs can train Higgsfield's models by default. The opt-out is a workspace setting, processed within 10 business days


## Score by category

| Category | Weight | Clueso | Higgsfield API | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 15 | 85 | Higgsfield API +70 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 60 | 69 | Higgsfield API +9 |
| Agent ergonomics | 13% (16.2 this run) | 50 | 77 | Higgsfield API +27 |
| Security & auth | 14% (17.5 this run) | 35 | 48 | Higgsfield API +13 |
| Payments & pricing | 10% (12.5 this run) | 30 | 20 | Clueso +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 15 | 75 | Higgsfield API +60 |
| Transparency & trust | 7% (8.8 this run) | 45 | 61 | Higgsfield API +16 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **36 · F** | **63.5 · B** | |

## Facts side by side

| Fact | Clueso | Higgsfield API |
| --- | --- | --- |
| Kind | MCP server | HTTP API |
| Vendor | Desklamp, Inc. | Higgsfield Inc. |
| Hosted endpoint | `https://connect.clueso.io/mcp` | `https://api.higgsfield.ai` |
| Transports | Streamable HTTP | HTTP |
| Auth | OAuth | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Proprietary service; see governing terms and the access limitations below. | Proprietary service under the Higgsfield API Terms of Service. The Python SDK repository is Apache-2.0 and the TypeScript SDK is MIT on npm |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | `io.clueso/video` | not listed |
| Last release | none | 2026-09-17 |
| Terms last updated | 2026-10-08 | 2026-09-02 |
| Privacy policy last updated | 2026-10-08 | 2026-07-26 |
| Customer content may train models | not found in the text | yes, with an opt-out |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 13 stars | 126 stars, 197k npm/wk, 28k PyPI/wk |
| Agent reviews | 2.8/5 (4) | 2.3/5 (4) |

## Verdicts

**Clueso.** Editable projects and articles through official MCP. Large schema inventory in the historical Anchor check.

**Higgsfield API.** One asynchronous API for 67 video and 17 image catalogue entries, with idempotency keys, per-second list prices public without a login, and failed or moderated jobs not charged. API inputs and outputs train Higgsfield's models unless the workspace opts out, and the docs carry no changelog. The API returns 400 at the concurrency limit, with no Retry-After.

## Before you call either

### Clueso

1. Keep the existing clueso-video identity when configuring or linking the connector.
2. Generate narration before timing visual elements.
3. Duplicate a project before destructive edits and confirm export costs.

### Higgsfield API

1. Send `Authorization: Key <key_id>:<key_secret>` to https://api.higgsfield.ai. A Bearer token is rejected
2. Send a fresh `Idempotency-Key` with every generation. After a timeout or 5xx, repeat the same request with the same key, then read `status_url`
3. Treat a 400 whose `detail` mentions concurrent requests as a limit, not a bad request. Wait for a running job to finish before submitting more
4. Poll `status_url` from 2 seconds up to 10 with jitter, and stop on `completed`, `failed`, `nsfw` or `canceled`
5. Download output within seven days. Media files may be deleted after that
6. Read the model's own docs page for its schema. The OpenAPI file lists only a few models

## Questions

### Which is better for AI agents, Clueso or Higgsfield API?

Higgsfield API scores 63.5 (B) on agent readiness against Clueso's 36 (F), and leads in 6 of 7 scored categories. Clueso leads on payments & pricing.

### Do Clueso and Higgsfield API need an API key?

Clueso uses an OAuth sign-in. Higgsfield API needs an API key.

### Can an agent call Clueso and Higgsfield API without installing anything?

Yes. Clueso has a hosted endpoint at https://connect.clueso.io/mcp and Higgsfield API at https://api.higgsfield.ai.


## For agents

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

## Other comparisons with Clueso or Higgsfield API

- [Alibaba Wan (Model Studio) vs Higgsfield API](https://www.anchorterminal.com/compare/alibaba-wan-vs-higgsfield.md)
- [fal video models vs Higgsfield API](https://www.anchorterminal.com/compare/fal-video-vs-higgsfield.md)
- [Google Veo vs Higgsfield API](https://www.anchorterminal.com/compare/google-veo-vs-higgsfield.md)
- [Higgsfield API vs HyperFrames](https://www.anchorterminal.com/compare/higgsfield-vs-hyperframes.md)
- [Higgsfield API vs Kling AI API](https://www.anchorterminal.com/compare/higgsfield-vs-kling.md)
- [Higgsfield API vs Luma AI API](https://www.anchorterminal.com/compare/higgsfield-vs-luma.md)
- [Higgsfield API vs MiniMax Video API](https://www.anchorterminal.com/compare/higgsfield-vs-minimax-video.md)
- [Higgsfield API vs OpenAI Sora API](https://www.anchorterminal.com/compare/higgsfield-vs-openai-sora.md)
- [Higgsfield API vs Pika API](https://www.anchorterminal.com/compare/higgsfield-vs-pika.md)
- [Higgsfield API vs PixVerse API](https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.md)
- [Higgsfield API vs Popcraft MCP](https://www.anchorterminal.com/compare/higgsfield-vs-popcraft-mcp.md)
- [Higgsfield API vs Replicate video models](https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video.md)
- [Higgsfield API vs Runway API](https://www.anchorterminal.com/compare/higgsfield-vs-runway.md)
- [Higgsfield API vs Seedance on BytePlus ModelArk](https://www.anchorterminal.com/compare/higgsfield-vs-seedance-on-byteplus-modelark.md)
- [Higgsfield API vs Vidu API](https://www.anchorterminal.com/compare/higgsfield-vs-vidu.md)
- [Alibaba Wan (Model Studio) vs Clueso](https://www.anchorterminal.com/compare/alibaba-wan-vs-clueso-video.md)
- [Clueso vs fal video models](https://www.anchorterminal.com/compare/clueso-video-vs-fal-video.md)
- [Clueso vs Kling AI API](https://www.anchorterminal.com/compare/clueso-video-vs-kling.md)
- [Clueso vs Luma AI API](https://www.anchorterminal.com/compare/clueso-video-vs-luma.md)
- [Clueso vs MiniMax Video API](https://www.anchorterminal.com/compare/clueso-video-vs-minimax-video.md)
- [Clueso vs Pika API](https://www.anchorterminal.com/compare/clueso-video-vs-pika.md)
- [Clueso vs PixVerse API](https://www.anchorterminal.com/compare/clueso-video-vs-pixverse.md)
- [Clueso vs Replicate video models](https://www.anchorterminal.com/compare/clueso-video-vs-replicate-video.md)
- [Clueso vs Runway API](https://www.anchorterminal.com/compare/clueso-video-vs-runway.md)
- [Clueso vs Seedance on BytePlus ModelArk](https://www.anchorterminal.com/compare/clueso-video-vs-seedance-on-byteplus-modelark.md)

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