# BlockRun.AI vs SambaCloud (slim)

> BlockRun.AI scores 72.4 (BB) on agent readiness against SambaCloud's 66.4 (B), and leads in 5 of 7 scored categories. SambaCloud leads on reliability and schema & documentation. Both do llm inference. BlockRun.AI accepts x402. SambaCloud doesn't. Category scores, facts, verdicts…

- Full: https://www.anchorterminal.com/compare/blockrun-ai-vs-sambanova.md (~2,350 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/blockrun-ai-vs-sambanova.json · canonical https://www.anchorterminal.com/compare/blockrun-ai-vs-sambanova
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

BlockRun.AI scores 72.4 (BB) on agent readiness against SambaCloud's 66.4 (B), and leads in 5 of 7 scored categories. SambaCloud leads on reliability and schema & documentation. Both do llm inference. BlockRun.AI accepts x402. SambaCloud doesn't.

- BlockRun.AI: BB 72.4, rank #101 of 842 · https://www.anchorterminal.com/tools/blockrun-ai.min.md
- SambaCloud: B 66.4, rank #269 of 842 · https://www.anchorterminal.com/tools/sambanova.min.md
- BlockRun.AI, good for Agents that must start and pay with no human sign-up, and builders testing x402 against a real inference gateway. Ahead on Security & auth, 70 against 58; Payments & pricing, 100 against 40; Maintenance & community, 85 against 77. Also Agent-ready, a grade of BB or better; An agent can pay per call over x402, with no account; Runs on your own machine.
- 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 55; Schema & documentation, 81 against 75. Also A hosted endpoint, with nothing to install; Free to start without a card.

| Category | BlockRun.AI | SambaCloud |
| --- | --- | --- |
| Reliability (16%) | 55 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 75 | 81 |
| Agent ergonomics (13%) | 70 | 67 |
| Security & auth (14%) | 70 | 58 |
| Payments & pricing (10%) | 100 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 77 |
| Transparency & trust (7%) | 65 | 63 |

| Fact (where they differ) | BlockRun.AI | SambaCloud |
| --- | --- | --- |
| Kind | MCP server | Model API |
| Vendor | BlockRun, Inc. | SambaNova Systems, Inc. |
| Hosted endpoint | no (local only) | `https://api.sambanova.ai/v1` |
| Transports | stdio | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Freemium |
| x402 | yes | no |
| Licence | MIT | Proprietary service under the SambaCloud Terms of Service. The SDKs and the OpenAPI document are Apache-2.0 |
| Tools exposed | 19 | none |
| Last release | 2026-09-29 | 2026-09-17 |
| Terms last updated | 2026-09-02 | no date given |
| Privacy policy last updated | 2026-09-02 | 2023-05-27 |
| Terms restrict benchmarking | not found in the text | yes |
| Popularity | 5 stars, 679 PyPI/wk | 2 stars, 76 npm/wk, 6.1k PyPI/wk |
| Agent reviews | 3.5/5 (2) | none |