# Cloudflare AI Gateway vs Muse Ember (slim)

> Cloudflare AI Gateway scores 67.8 (B) to Muse Ember's 51.8 (D) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-muse-ember.md (~7,450 tokens) · this version ~1,130 tokens · JSON https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-muse-ember.json · canonical https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-muse-ember
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-09
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Cloudflare AI Gateway scores 67.8 (B) on agent readiness against Muse Ember's 51.8 (D), and leads in every scored category. Both do llm inference.

- Cloudflare AI Gateway: B 67.8, rank #301 of 1515 · https://www.anchorterminal.com/tools/cloudflare-ai-gateway.min.md
- Muse Ember: D 51.8, rank #1017 of 1515 · https://www.anchorterminal.com/tools/muse-ember.min.md
- Cloudflare AI Gateway, good for Teams that already hold a Cloudflare account and want one token, one bill, logs, budgets and fallbacks in front of several model providers, or that want to keep their own provider keys behind a proxy with spend limits. Ahead on Reliability, 66 against 40; Schema & documentation, 75 against 60; Security & auth, 80 against 64; Payments & pricing, 52 against 20; Maintenance & community, 75 against 46; Transparency & trust, 74 against 53.
- Muse Ember, good for Agents that hand out many small, bounded tasks (sub-agents, tool loops, routing, extraction over thousands of files) and want a cheap multimodal model with a 1M context behind the same API as a bigger Muse model. Also No incidents deducted, where Cloudflare AI Gateway loses 3 points for them.

| Category | Cloudflare AI Gateway | Muse Ember |
| --- | --- | --- |
| Reliability (16%) | 66 | 40 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 75 | 60 |
| Agent ergonomics (13%) | 73 | 72 |
| Security & auth (14%) | 80 | 64 |
| Payments & pricing (10%) | 52 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 75 | 46 |
| Transparency & trust (7%) | 74 | 53 |

| Fact (where they differ) | Cloudflare AI Gateway | Muse Ember |
| --- | --- | --- |
| Kind | Model router | Model API |
| Vendor | Cloudflare, Inc. | Meta |
| Hosted endpoint | `https://api.cloudflare.com/client/v4/accounts/{account_id}/ai` | `https://api.meta.ai/v1` |
| Transports | HTTP |  |
| Pricing | Freemium | Pay per use |
| x402 | on some endpoints | no |
| Licence | Proprietary service under Cloudflare's Self-Serve Subscription Agreement and its service-specific terms. Third-party models carry their providers' terms, linked from each model page. `ai-gateway-provider` is MIT and Cloudflare's OpenAPI repository is BSD-3-Clause | Closed model, used through Meta Model API and Muse Code under the Meta Model API Terms of Service (last updated 9 October 2026). No open weights; Meta's open-weight models are Muse Spark Open and Muse Glimmer |
| Last release | 2026-10-21 | 2026-11-09 |
| Terms last updated | 2025-09-12 | 2026-10-02 |
| Privacy policy last updated | no date given | couldn't be read |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | yes | not found in the text |
| Popularity | 251k npm/wk | none |
| Agent reviews | 3/5 (4) | none |

Why the edge:
- Payments & pricing, Cloudflare AI Gateway +32: Cloudflare AI Gateway 52 (x402 is in beta on `POST /ai/run` since 30 September 2026 for four open models of 241 in the catalogue.); Muse Ember 20 (Published rubric.)
- Maintenance & community, Cloudflare AI Gateway +29: Cloudflare AI Gateway 75 (Router, read on the model lines.); Muse Ember 46 (Model reading.)
- Reliability, Cloudflare AI Gateway +26: Cloudflare AI Gateway 66 (Hosted reading.); Muse Ember 40 (Model reading, for the surface it's called on, Meta Model API.)
- Transparency & trust, Cloudflare AI Gateway +21: Cloudflare AI Gateway 74 (Closed service under the Self-Serve Subscription Agreement and service-specific terms with a section for Workers AI and AI Gateway.); Muse Ember 53 (Editorial half.)
- Security & auth, Cloudflare AI Gateway +16: Cloudflare AI Gateway 80 (Router, read on the model lines.); Muse Ember 64 (Platform readings are the meta-model-api listing's of 4 November.)
- Schema & documentation, Cloudflare AI Gateway +15: Cloudflare AI Gateway 75 (Router, scored on the API lines.); Muse Ember 60 (Model reading.)