# Claude API vs SambaCloud (slim)

> Claude API scores 77.3 (BB) on agent readiness against SambaCloud's 66.4 (B), and leads in 5 of 7 scored categories. SambaCloud leads on reliability and payments & pricing. Both do llm inference. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/anthropic-api-vs-sambanova.md (~2,350 tokens) · this version ~630 tokens · JSON https://www.anchorterminal.com/compare/anthropic-api-vs-sambanova.json · canonical https://www.anchorterminal.com/compare/anthropic-api-vs-sambanova
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Claude API scores 77.3 (BB) on agent readiness against SambaCloud's 66.4 (B), and leads in 5 of 7 scored categories. SambaCloud leads on reliability and payments & pricing. Both do llm inference.

- Claude API: BB 77.3, rank #20 of 842 · https://www.anchorterminal.com/tools/anthropic-api.min.md
- SambaCloud: B 66.4, rank #269 of 842 · https://www.anchorterminal.com/tools/sambanova.min.md
- Claude API, good for Long agent loops that lean on tool use, strict schemas and caching, and teams that want 1M context at Opus or Sonnet prices. Ahead on Schema & documentation, 90 against 81; Agent ergonomics, 95 against 67; Security & auth, 92 against 58; Maintenance & community, 91 against 77; 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 Reliability, 85 against 60; Payments & pricing, 40 against 30. Also Free to start without a card.

| Category | Claude API | SambaCloud |
| --- | --- | --- |
| Reliability (16%) | 60 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 90 | 81 |
| Agent ergonomics (13%) | 95 | 67 |
| Security & auth (14%) | 92 | 58 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 91 | 77 |
| Transparency & trust (7%) | 85 | 63 |

| Fact (where they differ) | Claude API | SambaCloud |
| --- | --- | --- |
| Vendor | Anthropic | SambaNova Systems, Inc. |
| Hosted endpoint | `https://api.anthropic.com/v1/messages` | `https://api.sambanova.ai/v1` |
| Pricing | Pay per use | Freemium |
| Licence | MIT (SDKs) | Proprietary service under the SambaCloud Terms of Service. The SDKs and the OpenAPI document are Apache-2.0 |
| Last release | 2026-10-01 | 2026-09-17 |
| Privacy policy last updated | no date given | 2023-05-27 |
| Customer content may train models | yes, with an opt-out | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 3.9k stars | 2 stars, 76 npm/wk, 6.1k PyPI/wk |