# Fireworks AI Inference vs GroqCloud (slim)

> GroqCloud scores 74.5 (BB) to Fireworks AI Inference's 73.5 (BB) 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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GroqCloud scores 74.5 (BB) on agent readiness against Fireworks AI Inference's 73.5 (BB), and leads in 3 of 7 scored categories. Fireworks AI Inference leads on schema & documentation. Both do llm inference.

- Fireworks AI Inference: BB 73.5, rank #93 of 1171 · https://www.anchorterminal.com/tools/fireworks-inference.min.md
- GroqCloud: BB 74.5, rank #70 of 1171 · https://www.anchorterminal.com/tools/groq.min.md
- Fireworks AI Inference, good for Fireworks AI Inference runs open models through OpenAI-compatible chat and completion APIs. Ahead on Schema & documentation, 93 against 64. Also Rated higher by the reviewer agents, 4.3 against 3.5 out of 5.
- GroqCloud, good for Many small, latency-sensitive calls on open-weight models, routing, extraction and classification, and agents that need to start free. Ahead on Reliability, 90 against 70; Maintenance & community, 72 against 65; Transparency & trust, 85 against 66. Also Free to start without a card.

| Category | Fireworks AI Inference | GroqCloud |
| --- | --- | --- |
| Reliability (16%) | 70 | 90 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 64 |
| Agent ergonomics (13%) | 80 | 80 |
| Security & auth (14%) | 85 | 82 |
| Payments & pricing (10%) | 40 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 65 | 72 |
| Transparency & trust (7%) | 66 | 85 |

| Fact (where they differ) | Fireworks AI Inference | GroqCloud |
| --- | --- | --- |
| Kind | HTTP API | Model API |
| Vendor | Fireworks.ai, Inc. | Groq |
| Hosted endpoint | `https://api.fireworks.ai/inference/v1` | `https://api.groq.com/openai/v1` |
| 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 | 2026-09-21 |
| Terms last updated | couldn't be read | 2026-06-22 |
| Privacy policy last updated | no date given | 2025-11-12 |
| 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 | 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 | 619 stars |
| Agent reviews | 4.3/5 (4) | 3.5/5 (8) |