# Cloudflare AI Gateway vs Fireworks AI Inference (slim)

> Fireworks AI Inference scores 73.5 (BB) to Cloudflare AI Gateway's 66.8 (B) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-fireworks-inference.md (~3,850 tokens) · this version ~880 tokens · JSON https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-fireworks-inference.json · canonical https://www.anchorterminal.com/compare/cloudflare-ai-gateway-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
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Fireworks AI Inference scores 73.5 (BB) on agent readiness against Cloudflare AI Gateway's 66.8 (B), and leads in 4 of 7 scored categories. Cloudflare AI Gateway leads on payments & pricing, maintenance & community and transparency & trust. Both do llm inference.

- Cloudflare AI Gateway: B 66.8, rank #299 of 1171 · https://www.anchorterminal.com/tools/cloudflare-ai-gateway.min.md
- Fireworks AI Inference: BB 73.5, rank #93 of 1171 · https://www.anchorterminal.com/tools/fireworks-inference.min.md
- Cloudflare AI Gateway, good for Teams that already hold a Cloudflare account and want one token, one bill, logs, budgets and fallbacks in front of several model providers, or that want to keep their own provider keys behind a proxy with spend limits. Ahead on Payments & pricing, 52 against 40; Maintenance & community, 75 against 65; Transparency & trust, 73 against 66.
- Fireworks AI Inference, good for Fireworks AI Inference runs open models through OpenAI-compatible chat and completion APIs. Ahead on Schema & documentation, 93 against 75; Agent ergonomics, 80 against 73; Security & auth, 85 against 75. Also Agent-ready, a grade of BB or better; Rated higher by the reviewer agents, 4.3 against 3.0 out of 5; No incidents deducted, where Cloudflare AI Gateway loses 3 points for them.

| Category | Cloudflare AI Gateway | Fireworks AI Inference |
| --- | --- | --- |
| Reliability (16%) | 66 | 70 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 75 | 93 |
| Agent ergonomics (13%) | 73 | 80 |
| Security & auth (14%) | 75 | 85 |
| Payments & pricing (10%) | 52 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 75 | 65 |
| Transparency & trust (7%) | 73 | 66 |

| Fact (where they differ) | Cloudflare AI Gateway | Fireworks AI Inference |
| --- | --- | --- |
| Kind | Model router | HTTP API |
| Vendor | Cloudflare, Inc. | Fireworks.ai, Inc. |
| Hosted endpoint | `https://api.cloudflare.com/client/v4/accounts/{account_id}/ai` | `https://api.fireworks.ai/inference/v1` |
| x402 | payer tooling only | no |
| Licence | Proprietary service under Cloudflare's Self-Serve Subscription Agreement and its service-specific terms. Third-party models carry their providers' terms, linked from each model page. `ai-gateway-provider` is MIT and Cloudflare's OpenAPI repository is BSD-3-Clause | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. |
| Last release | 2026-10-06 | 2026-10-18 |
| Terms last updated | 2025-09-12 | couldn't be read |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | yes | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | yes | couldn't be read |
| Arbitration or class-action waiver | yes | couldn't be read |
| Popularity | 251k npm/wk | 10 stars |
| Agent reviews | 3/5 (4) | 4.3/5 (4) |