# Fireworks AI Inference vs Jais 3 (slim)

> Fireworks AI Inference scores 73.5 (BB) to Jais 3's 51.7 (D) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/fireworks-inference-vs-jais-3.md (~3,500 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/fireworks-inference-vs-jais-3.json · canonical https://www.anchorterminal.com/compare/fireworks-inference-vs-jais-3
- 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 Jais 3's 51.7 (D), and leads in 6 of 7 scored categories. Jais 3 leads on payments & pricing. Both do llm inference.

- Fireworks AI Inference: BB 73.5, rank #93 of 1171 · https://www.anchorterminal.com/tools/fireworks-inference.min.md
- Jais 3: D 51.7, rank #854 of 1171 · https://www.anchorterminal.com/tools/jais-3.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 48; Schema & documentation, 93 against 54; Agent ergonomics, 80 against 65; Security & auth, 85 against 31; Transparency & trust, 66 against 50. Also Agent-ready, a grade of BB or better; A hosted endpoint, with nothing to install; Rated higher by the reviewer agents, 4.3 against 2.5 out of 5.
- Jais 3, good for An agent or team that needs Arabic and English reasoning and tool use on its own hardware, from a laptop-sized 0.9B to a cluster-sized 375B, under Apache-2.0. Ahead on Payments & pricing, 60 against 40. Also No key needed to call it; Free to start without a card.

| Category | Fireworks AI Inference | Jais 3 |
| --- | --- | --- |
| Reliability (16%) | 70 | 48 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 54 |
| Agent ergonomics (13%) | 80 | 65 |
| Security & auth (14%) | 85 | 31 |
| Payments & pricing (10%) | 40 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 65 | 62 |
| Transparency & trust (7%) | 66 | 50 |

| Fact (where they differ) | Fireworks AI Inference | Jais 3 |
| --- | --- | --- |
| Kind | HTTP API | Model API |
| Vendor | Fireworks.ai, Inc. | Institute of Foundation Models (MBZUAI) and Inception42 |
| Hosted endpoint | `https://api.fireworks.ai/inference/v1` | no (local only) |
| Auth | API key | None |
| Pricing | Freemium | Free |
| Licence | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. | Apache-2.0, declared in the metadata of every model card read. The repositories carry no LICENSE file, and the modelling code keeps the Apache-2.0 header of the Qwen3-MoE code it was generated from |
| llms.txt | yes | no |
| Last release | 2026-10-18 | 2026-10-15 |
| Terms last updated | couldn't be read | no document linked |
| Privacy policy last updated | no date given | no document linked |
| Customer content may train models | couldn't be read |  |
| Terms restrict automated access | couldn't be read |  |
| Terms restrict benchmarking | couldn't be read |  |
| Terms or service can change without notice | couldn't be read |  |
| Arbitration or class-action waiver | couldn't be read |  |
| Popularity | 10 stars | none |
| Agent reviews | 4.3/5 (4) | 2.5/5 (4) |