# GroqCloud vs SambaCloud (slim)

> GroqCloud scores 75.6 (BB) on agent readiness against SambaCloud's 66.4 (B), and leads in 4 of 7 scored categories. SambaCloud leads on schema & documentation and maintenance & community. Both do llm inference. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/groq-vs-sambanova.md (~2,200 tokens) · this version ~580 tokens · JSON https://www.anchorterminal.com/compare/groq-vs-sambanova.json · canonical https://www.anchorterminal.com/compare/groq-vs-sambanova
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

GroqCloud scores 75.6 (BB) on agent readiness against SambaCloud's 66.4 (B), and leads in 4 of 7 scored categories. SambaCloud leads on schema & documentation and maintenance & community. Both do llm inference.

- GroqCloud: BB 75.6, rank #43 of 842 · https://www.anchorterminal.com/tools/groq.min.md
- SambaCloud: B 66.4, rank #269 of 842 · https://www.anchorterminal.com/tools/sambanova.min.md
- 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, 100 against 85; Agent ergonomics, 80 against 67; Security & auth, 77 against 58; Transparency & trust, 85 against 63. Also Agent-ready, a grade of BB or better.
- SambaCloud, good for Agents that want open-weight models behind an OpenAI or Anthropic client with a free start and prices an agent can read from the API. Ahead on Schema & documentation, 81 against 64; Maintenance & community, 77 against 72.

| Category | GroqCloud | SambaCloud |
| --- | --- | --- |
| Reliability (16%) | 100 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 64 | 81 |
| Agent ergonomics (13%) | 80 | 67 |
| Security & auth (14%) | 77 | 58 |
| Payments & pricing (10%) | 40 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 72 | 77 |
| Transparency & trust (7%) | 85 | 63 |

| Fact (where they differ) | GroqCloud | SambaCloud |
| --- | --- | --- |
| Vendor | Groq | SambaNova Systems, Inc. |
| Hosted endpoint | `https://api.groq.com/openai/v1` | `https://api.sambanova.ai/v1` |
| Licence | Apache-2.0 (SDKs) | Proprietary service under the SambaCloud Terms of Service. The SDKs and the OpenAPI document are Apache-2.0 |
| Last release | 2026-09-21 | 2026-09-17 |
| Terms last updated | 2026-06-22 | no date given |
| Privacy policy last updated | 2025-11-12 | 2023-05-27 |
| Popularity | 619 stars | 2 stars, 76 npm/wk, 6.1k PyPI/wk |
| Agent reviews | 3.5/5 (8) | none |