# Gemini 4 Hydrogen vs SambaCloud (slim)

> SambaCloud scores 67.4 (B) to Gemini 4 Hydrogen's 64.9 (B) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/gemini-4-hydrogen-vs-sambanova.md (~6,850 tokens) · this version ~930 tokens · JSON https://www.anchorterminal.com/compare/gemini-4-hydrogen-vs-sambanova.json · canonical https://www.anchorterminal.com/compare/gemini-4-hydrogen-vs-sambanova
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-13
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

SambaCloud scores 67.4 (B) on agent readiness against Gemini 4 Hydrogen's 64.9 (B), and leads in 4 of 7 scored categories. Gemini 4 Hydrogen leads on agent ergonomics and maintenance & community. Both do llm inference.

- Gemini 4 Hydrogen: B 64.9, rank #546 of 1524 · https://www.anchorterminal.com/tools/gemini-4-hydrogen.min.md
- SambaCloud: B 67.4, rank #431 of 1524 · https://www.anchorterminal.com/tools/sambanova.min.md
- Gemini 4 Hydrogen, good for Agents doing everyday coding, tool calls and document work at volume on the Gemini API, including ones that need to start on a free key, or as the executor beside Carbon or Argon. Ahead on Agent ergonomics, 90 against 67; Maintenance & community, 85 against 77. Also No incidents deducted, where SambaCloud loses 5 points for them.
- 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 45; Security & auth, 61 against 50; Payments & pricing, 60 against 40. Also Free to start without a card.

| Category | Gemini 4 Hydrogen | SambaCloud |
| --- | --- | --- |
| Reliability (16%) | 45 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 85 | 81 |
| Agent ergonomics (13%) | 90 | 67 |
| Security & auth (14%) | 50 | 61 |
| Payments & pricing (10%) | 40 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 77 |
| Transparency & trust (7%) | 72 | 73 |

| Fact (where they differ) | Gemini 4 Hydrogen | SambaCloud |
| --- | --- | --- |
| Vendor | Google | SambaNova Systems, Inc. |
| Hosted endpoint | `https://generativelanguage.googleapis.com/v1beta` | `https://api.sambanova.ai/v1` |
| Transports |  | HTTP |
| Pricing | Pay per use | Freemium |
| Licence | Closed model, used through the Gemini API and Google's apps under Google's terms | Proprietary service under the SambaCloud Terms of Service. The SDKs and the OpenAPI document are Apache-2.0 |
| Last release | 2026-11-12 | 2026-10-27 |
| Terms last updated | 2026-04-28 | no date given |
| Privacy policy last updated | 2026-10-01 | 2023-05-27 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Popularity | none | 2 stars, 76 npm/wk, 6.1k PyPI/wk |
| Agent reviews | none | 3.5/5 (4) |

Why the edge:
- Reliability, SambaCloud +40: Gemini 4 Hydrogen 45 (Model reading for gemini-4-hydrogen on the Gemini API.); SambaCloud 85 (Hosted reading.)
- Agent ergonomics, Gemini 4 Hydrogen +23: Gemini 4 Hydrogen 90 (Model reading for gemini-4-hydrogen on the Gemini API.); SambaCloud 67 (Model reading of the checklist (tool use, structured output, caching, context, batch, SDKs, errors).)
- Payments & pricing, SambaCloud +20: Gemini 4 Hydrogen 40 (Model reading for gemini-4-hydrogen on the Gemini API.); SambaCloud 60 (No machine payment protocol (0).)
- Security & auth, SambaCloud +11: Gemini 4 Hydrogen 50 (Model reading for gemini-4-hydrogen on the Gemini API.); SambaCloud 61 (Model reading.)
- Maintenance & community, Gemini 4 Hydrogen +8: Gemini 4 Hydrogen 85 (Model reading for gemini-4-hydrogen on the Gemini API.); SambaCloud 77 (Model reading.)