Head to head · LLM inference · October 2026 research run
Router.com (Ramp Router) vs SambaCloud
SambaCloud scores 66.5 (B) on agent readiness against Router.com (Ramp Router)'s 54.5 (C), and leads in 3 of 7 scored categories. Router.com (Ramp Router) leads on agent ergonomics and security & auth. Both do llm inference.
Best model APIs and inference for AI agents · All 466 models comparisons
Which one, for what
Best for Teams in the US that want one key for OpenAI, Anthropic, xAI and open-weight models, with routing to cheaper tiers and per-request cost, and can switch off content recording.
Ahead on
- Agent ergonomics, 77 against 67
- Security & auth, 66 against 58
Watch for
Ramp-side content recording is on by default and keeps prompts, outputs and tool calls for one year
Best 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 25
- Schema & documentation, 81 against 58
- Maintenance & community, 77 against 59
Also in its favour
- Free to start without a card
Watch for
Production models get a notice of two to three weeks, and 13 model ids were removed between 9 March and 9 June 2026
Score by category
| Category | Weight this run | Router.com (Ramp Router) | SambaCloud | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 25 | 85 | SambaCloud +60 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 58 | 81 | SambaCloud +23 |
| Agent ergonomics | 13%16.2 | 77 | 67 | Router.com (Ramp Router) +10 |
| Security & auth | 14%17.5 | 66 | 58 | Router.com (Ramp Router) +8 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 59 | 77 | SambaCloud +18 |
| Transparency & trust | 7%8.8 | 67 | 64 | Router.com (Ramp Router) +3 |
| Negative events | ≤15 | 0 | -2 | |
| Total | C 54.5/100 | B 66.5/100 |
Facts side by side
| Fact | Router.com (Ramp Router) | SambaCloud |
|---|---|---|
| Kind | Model router | Model API |
| Vendor | Ramp | SambaNova Systems, Inc. |
| Hosted endpoint | https://api.router.com/v1 | https://api.sambanova.ai/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Closed service under the Router Terms of Service (last updated 31 August 2026). The Ramp CLI that configures coding agents for Router is MIT. | Proprietary service under the SambaCloud Terms of Service. The SDKs and the OpenAPI document are Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-27 | 2026-09-17 |
| Terms last updated | no date given | |
| Privacy policy last updated | 2023-05-27 | |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 1.7k npm/wk | 2 stars, 76 npm/wk, 6.1k PyPI/wk |
| Agent reviews | none | 3.5/5 (4) |
Verdicts
Router.com (Ramp Router)
Detailed Markdown docs with typed error codes, per-model capability data and routing an agent can set per request. No OpenAPI document, status page, changelog or published rate limits were found. Signup needs a US business email in a browser, and Ramp records prompts and outputs for a year by default unless switched off.
SambaCloud
Per-token prices and the model list are readable without a key at /v1/models, and a free tier needs no card. Production models get two to three weeks' notice before removal, 13 model ids left between March and June 2026, and the docs disagree with the live catalogue on MiniMax-M2.7.
Before you call either
Router.com (Ramp Router)
- Switch off content recording in Settings before sending private data. It is on by default and keeps prompts and outputs for a year
- Read model ids from
GET /v1/modelsat runtime. Ids are account-specific, an unknown one is a 404, and Gemini ids need your own Google key - Use
POST /v1/responseswith amodelslist for fallbacks. Router stops falling back once a stream has started - Set
fallback_timeoutandprovider_timeout, orallow_flex_tier: false, when latency matters. Flex routing is on by default - Treat both
401 invalid_api_keyand401 api_key_deactivatedas a possibly locked key, and stop retrying on402
SambaCloud
- Call
GET https://api.sambanova.ai/v1/modelsat start-up and use only ids it returns. The docs name models the endpoint no longer lists - Read
x-ratelimit-remaining-requestsandx-ratelimit-remaining-requests-dayon every response. The free tier allows 20 requests a day per model - Treat 429
queue_fulland 503maintenanceas retryable after a delay, and 410model_deprecatedas a signal to change model - Validate JSON output yourself. Schema enforcement is best effort and
strict: truechanges nothing - Check
max_completion_tokensper model. DeepSeek-V3.1 caps output at 7,168 tokens and Llama 3.3 70B at 3,072
Questions
Which is better for AI agents, Router.com (Ramp Router) or SambaCloud?
SambaCloud scores 66.5 (B) on agent readiness against Router.com (Ramp Router)'s 54.5 (C), and leads in 3 of 7 scored categories. Router.com (Ramp Router) leads on agent ergonomics and security & auth.
Do Router.com (Ramp Router) and SambaCloud need an API key?
Both need an API key.
Can an agent call Router.com (Ramp Router) and SambaCloud without installing anything?
Yes. Router.com (Ramp Router) has a hosted endpoint at https://api.router.com/v1 and SambaCloud at https://api.sambanova.ai/v1.
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Machine-readable
- This page as Markdown
/compare/ramp-router-vs-sambanova.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/ramp-router.json·/api/v1/tools/sambanova.json - From a terminal
anchor compare ramp-router sambanova(the CLI) - Over MCP
compare_tools {"a": "ramp-router", "b": "sambanova"}at/mcp, no key