# Muse Ember vs Together AI Inference (slim)

> Together AI Inference 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/muse-ember-vs-together-inference.md (~6,050 tokens) · this version ~1,030 tokens · JSON https://www.anchorterminal.com/compare/muse-ember-vs-together-inference.json · canonical https://www.anchorterminal.com/compare/muse-ember-vs-together-inference
- 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)

Together AI Inference scores 67.8 (B) on agent readiness against Muse Ember's 51.8 (D), and leads in 6 of 7 scored categories. Both do llm inference.

- Muse Ember: D 51.8, rank #1017 of 1515 · https://www.anchorterminal.com/tools/muse-ember.min.md
- Together AI Inference: B 67.8, rank #302 of 1515 · https://www.anchorterminal.com/tools/together-inference.min.md
- 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 Together AI Inference loses 3 points for them.
- Together AI Inference, good for Together AI Inference serves open models through an OpenAI-compatible API, with serverless requests, batch processing, dedicated model deployments and provisioned throughput. Ahead on Reliability, 75 against 40; Schema & documentation, 93 against 60; Agent ergonomics, 85 against 72; Security & auth, 70 against 64; Maintenance & community, 65 against 46; Transparency & trust, 74 against 53.

| Category | Muse Ember | Together AI Inference |
| --- | --- | --- |
| Reliability (16%) | 40 | 75 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 60 | 93 |
| Agent ergonomics (13%) | 72 | 85 |
| Security & auth (14%) | 64 | 70 |
| Payments & pricing (10%) | 20 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 46 | 65 |
| Transparency & trust (7%) | 53 | 74 |

| Fact (where they differ) | Muse Ember | Together AI Inference |
| --- | --- | --- |
| Kind | Model API | HTTP API |
| Vendor | Meta | Together Computer, Inc. |
| Hosted endpoint | `https://api.meta.ai/v1` | `https://api.together.ai/v1` |
| Transports |  | HTTP |
| Pricing | Pay per use | Paid |
| Licence | 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 | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. |
| Last release | 2026-11-09 | 2026-10-23 |
| Terms last updated | 2026-10-02 | no date given |
| Privacy policy last updated | couldn't be read | no date given |
| Customer content may train models | yes | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | none | 10 stars |
| Agent reviews | none | 3/5 (4) |

Why the edge:
- Reliability, Together AI Inference +35: Muse Ember 40 (Model reading, for the surface it's called on, Meta Model API.); Together AI Inference 75 (Graded as listed, on the hosted API lines.)
- Schema & documentation, Together AI Inference +33: Muse Ember 60 (Model reading.); Together AI Inference 93 (Public OpenAPI 3.1 (25), llms.txt and Markdown docs (10), endpoint and model-capability guidance (16 of 20), typed inputs and constraints (13 of 15), examples a…)
- Transparency & trust, Together AI Inference +21: Muse Ember 53 (Editorial half.); Together AI Inference 74 (Proprietary service with published terms and Apache-2.0 SDK (15).)
- Maintenance & community, Together AI Inference +19: Muse Ember 46 (Model reading.); Together AI Inference 65 (Graded as listed, on the tool lines.)
- Agent ergonomics, Together AI Inference +13: Muse Ember 72 (Model reading.); Together AI Inference 85 (Compact model API with bounded output (25).)
- Security & auth, Together AI Inference +6: Muse Ember 64 (Platform readings are the meta-model-api listing's of 4 November.); Together AI Inference 70 (Project-scoped, revocable keys with optional expiry and rotation guidance (30).)