# Prism Inference vs SambaCloud (slim)

> SambaCloud scores 66.4 (B) on agent readiness against Prism Inference's 60.1 (C), and leads in 4 of 7 scored categories. Prism Inference leads on security & auth. Both do inference fast. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/prism-inference-vs-sambanova.md (~2,400 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/prism-inference-vs-sambanova.json · canonical https://www.anchorterminal.com/compare/prism-inference-vs-sambanova
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

SambaCloud scores 66.4 (B) on agent readiness against Prism Inference's 60.1 (C), and leads in 4 of 7 scored categories. Prism Inference leads on security & auth. Both do inference fast.

- Prism Inference: C 60.1, rank #479 of 842 · https://www.anchorterminal.com/tools/prism-inference.min.md
- SambaCloud: B 66.4, rank #269 of 842 · https://www.anchorterminal.com/tools/sambanova.min.md
- Prism Inference, good for Coding agents that want DeepSeek-V4.1-Flash at a low input price, with no retention, through whichever of the three wire formats the harness already speaks. Ahead on Security & auth, 65 against 58.
- 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 Reliability, 85 against 65; Payments & pricing, 40 against 30; Maintenance & community, 77 against 49. Also Free to start without a card.

| Category | Prism Inference | SambaCloud |
| --- | --- | --- |
| Reliability (16%) | 65 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 82 | 81 |
| Agent ergonomics (13%) | 68 | 67 |
| Security & auth (14%) | 65 | 58 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 49 | 77 |
| Transparency & trust (7%) | 61 | 63 |

| Fact (where they differ) | Prism Inference | SambaCloud |
| --- | --- | --- |
| Vendor | Prism Technologies Inc | SambaNova Systems, Inc. |
| Hosted endpoint | `https://api.prisminference.com/v1` | `https://api.sambanova.ai/v1` |
| Pricing | Pay per use | Freemium |
| Licence | Proprietary service under Prism's terms of service. The OpenAPI file declares `LicenseRef-Proprietary`. The Hermes provider plugin repository carries no licence file | Proprietary service under the SambaCloud Terms of Service. The SDKs and the OpenAPI document are Apache-2.0 |
| Last release | 2026-10-06 | 2026-09-17 |
| Terms last updated | 2026-09-09 | no date given |
| Privacy policy last updated | 2026-09-09 | 2023-05-27 |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | none | 2 stars, 76 npm/wk, 6.1k PyPI/wk |