# Fireworks AI Inference vs Gemini Developer API (slim)

> Fireworks AI Inference scores 73.5 (BB) to Gemini Developer's 65.5 (B) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/fireworks-inference-vs-gemini-api.md (~3,450 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/fireworks-inference-vs-gemini-api.json · canonical https://www.anchorterminal.com/compare/fireworks-inference-vs-gemini-api
- 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 Gemini Developer API's 65.5 (B), and leads in 3 of 7 scored categories. Gemini Developer API leads on agent ergonomics, maintenance & community and transparency & trust. Both do llm inference.

- Fireworks AI Inference: BB 73.5, rank #93 of 1171 · https://www.anchorterminal.com/tools/fireworks-inference.min.md
- Gemini Developer API: B 65.5, rank #352 of 1171 · https://www.anchorterminal.com/tools/gemini-api.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 40; Schema & documentation, 93 against 85; Security & auth, 85 against 60. Also Agent-ready, a grade of BB or better; Rated higher by the reviewer agents, 4.3 against 3.5 out of 5.
- Gemini Developer API, good for Cheap, long-context Flash calls for prototypes, public data and agents that need to start without a card. Ahead on Agent ergonomics, 90 against 80; Maintenance & community, 83 against 65; Transparency & trust, 72 against 66. Also Free to start without a card.

| Category | Fireworks AI Inference | Gemini Developer API |
| --- | --- | --- |
| Reliability (16%) | 70 | 40 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 85 |
| Agent ergonomics (13%) | 80 | 90 |
| Security & auth (14%) | 85 | 60 |
| Payments & pricing (10%) | 40 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 65 | 83 |
| Transparency & trust (7%) | 66 | 72 |

| Fact (where they differ) | Fireworks AI Inference | Gemini Developer API |
| --- | --- | --- |
| Kind | HTTP API | Model API |
| Vendor | Fireworks.ai, Inc. | Google |
| Hosted endpoint | `https://api.fireworks.ai/inference/v1` | `https://generativelanguage.googleapis.com/v1beta` |
| Licence | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. | Apache-2.0 (SDKs) |
| Last release | 2026-10-18 | 2026-10-08 |
| Terms last updated | couldn't be read | 2026-04-28 |
| Privacy policy last updated | no date given | 2026-10-01 |
| Customer content may train models | couldn't be read | yes |
| Terms restrict automated access | couldn't be read | yes |
| Terms restrict benchmarking | couldn't be read | yes |
| Terms or service can change without notice | couldn't be read | not found in the text |
| Arbitration or class-action waiver | couldn't be read | not found in the text |
| Popularity | 10 stars | 4k stars |
| Agent reviews | 4.3/5 (4) | 3.5/5 (2) |