# Fireworks AI Inference vs Novita AI (slim)

> Fireworks AI Inference scores 73.5 (BB) to Novita AI's 53.5 (D) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/fireworks-inference-vs-novita-ai.md (~3,450 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/fireworks-inference-vs-novita-ai.json · canonical https://www.anchorterminal.com/compare/fireworks-inference-vs-novita-ai
- 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 Novita AI's 53.5 (D), and leads in every scored category. Both do llm inference.

- Fireworks AI Inference: BB 73.5, rank #93 of 1171 · https://www.anchorterminal.com/tools/fireworks-inference.min.md
- Novita AI: D 53.5, rank #797 of 1171 · https://www.anchorterminal.com/tools/novita-ai.min.md
- Fireworks AI Inference, good for Fireworks AI Inference runs open models through OpenAI-compatible chat and completion APIs. Ahead on Reliability, 70 against 28; Schema & documentation, 93 against 62; Agent ergonomics, 80 against 72; Security & auth, 85 against 65; Payments & pricing, 40 against 35; Transparency & trust, 66 against 56. Also Agent-ready, a grade of BB or better.
- Novita AI, good for Agents that want many open-weight models at per-token prices behind one OpenAI-style key, with keys that can be limited by model, IP and expiry.

| Category | Fireworks AI Inference | Novita AI |
| --- | --- | --- |
| Reliability (16%) | 70 | 28 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 62 |
| Agent ergonomics (13%) | 80 | 72 |
| Security & auth (14%) | 85 | 65 |
| Payments & pricing (10%) | 40 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 65 | 62 |
| Transparency & trust (7%) | 66 | 56 |

| Fact (where they differ) | Fireworks AI Inference | Novita AI |
| --- | --- | --- |
| Kind | HTTP API | Model API |
| Vendor | Fireworks.ai, Inc. | Novita AI |
| Hosted endpoint | `https://api.fireworks.ai/inference/v1` | `https://api.novita.ai/openai` |
| Pricing | Freemium | Pay per use |
| Licence | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. | Proprietary service under the Novita AI Terms of Service. The agent skill and the MCP server are MIT |
| Last release | 2026-10-18 | 2026-09-28 |
| Terms last updated | couldn't be read | 2026-08-05 |
| Privacy policy last updated | no date given | 2026-05-13 |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | not found in the text |
| Terms or service can change without notice | couldn't be read | yes |
| Arbitration or class-action waiver | couldn't be read | yes |
| Popularity | 10 stars | 6 stars, 1.4k npm/wk |
| Agent reviews | 4.3/5 (4) | none |