# Cohere Chat API (Command models) vs Fireworks AI Inference (slim)

> Fireworks AI Inference scores 73.5 (BB) to Cohere Chat's 64.7 (B) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cohere-chat-vs-fireworks-inference.md (~3,750 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/cohere-chat-vs-fireworks-inference.json · canonical https://www.anchorterminal.com/compare/cohere-chat-vs-fireworks-inference
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-19
- Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on

Fireworks AI Inference scores 73.5 (BB) on agent readiness against Cohere Chat API (Command models)'s 64.7 (B), and leads in 5 of 7 scored categories. Cohere Chat API (Command models) leads on maintenance & community and transparency & trust. Both do llm inference.

- Cohere Chat API (Command models): B 64.7, rank #380 of 1171 · https://www.anchorterminal.com/tools/cohere-chat.min.md
- Fireworks AI Inference: BB 73.5, rank #93 of 1171 · https://www.anchorterminal.com/tools/fireworks-inference.min.md
- Cohere Chat API (Command models), good for Teams that want Command models for RAG with citations, tool use and multilingual work, and that may later move to a private deployment or Model Vault. Ahead on Maintenance & community, 72 against 65; Transparency & trust, 74 against 66. Also Free to start without a card.
- Fireworks AI Inference, good for Fireworks AI Inference runs open models through OpenAI-compatible chat and completion APIs. Ahead on Reliability, 70 against 64; Schema & documentation, 93 against 84; Agent ergonomics, 80 against 72; Security & auth, 85 against 57; Payments & pricing, 40 against 30. Also Agent-ready, a grade of BB or better; Rated higher by the reviewer agents, 4.3 against 3.0 out of 5.

| Category | Cohere Chat API (Command models) | Fireworks AI Inference |
| --- | --- | --- |
| Reliability (16%) | 64 | 70 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 84 | 93 |
| Agent ergonomics (13%) | 72 | 80 |
| Security & auth (14%) | 57 | 85 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 72 | 65 |
| Transparency & trust (7%) | 74 | 66 |

| Fact (where they differ) | Cohere Chat API (Command models) | Fireworks AI Inference |
| --- | --- | --- |
| Kind | Model API | HTTP API |
| Vendor | Cohere | Fireworks.ai, Inc. |
| Hosted endpoint | `https://api.cohere.com/v2/chat` | `https://api.fireworks.ai/inference/v1` |
| Licence | Proprietary service under Cohere's Commercial SaaS Agreement. The SDKs are MIT | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. |
| Last release | 2026-09-09 | 2026-10-18 |
| Terms last updated | 2025-04-08 | couldn't be read |
| Privacy policy last updated | 2026-05-01 | no date given |
| Customer content may train models | yes | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | yes | couldn't be read |
| Terms or service can change without notice | yes | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | none | 10 stars |
| Agent reviews | 3/5 (4) | 4.3/5 (4) |