# Cerebras Inference vs Fireworks AI Inference (slim)

> Fireworks AI Inference scores 73.5 (BB) to Cerebras Inference's 68.4 (B) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

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- 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
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Fireworks AI Inference scores 73.5 (BB) on agent readiness against Cerebras Inference's 68.4 (B), and leads in 3 of 7 scored categories. Cerebras Inference leads on agent ergonomics. Both do llm inference.

- Cerebras Inference: B 68.4, rank #233 of 1171 · https://www.anchorterminal.com/tools/cerebras-inference.min.md
- Fireworks AI Inference: BB 73.5, rank #93 of 1171 · https://www.anchorterminal.com/tools/fireworks-inference.min.md
- Cerebras Inference, good for Cerebras Inference serves language models on Cerebras wafer-scale processors through an OpenAI-compatible API. Ahead on Agent ergonomics, 85 against 80.
- Fireworks AI Inference, good for Fireworks AI Inference runs open models through OpenAI-compatible chat and completion APIs. Ahead on Security & auth, 85 against 70; Payments & pricing, 40 against 20; Transparency & trust, 66 against 58. Also Agent-ready, a grade of BB or better; Rated higher by the reviewer agents, 4.3 against 3.3 out of 5.

| Category | Cerebras Inference | Fireworks AI Inference |
| --- | --- | --- |
| Reliability (16%) | 70 | 70 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 93 |
| Agent ergonomics (13%) | 85 | 80 |
| Security & auth (14%) | 70 | 85 |
| Payments & pricing (10%) | 20 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 65 | 65 |
| Transparency & trust (7%) | 58 | 66 |

| Fact (where they differ) | Cerebras Inference | Fireworks AI Inference |
| --- | --- | --- |
| Vendor | Cerebras Systems Inc. | Fireworks.ai, Inc. |
| Hosted endpoint | `https://api.cerebras.ai/v1` | `https://api.fireworks.ai/inference/v1` |
| Pricing | Paid | Freemium |
| Last release | 2026-10-09 | 2026-10-18 |
| Privacy policy last updated | 2024-08-27 | no date given |
| Popularity | 170 stars | 10 stars |
| Agent reviews | 3.3/5 (4) | 4.3/5 (4) |