Head to head · LLM inference · October 2026 research run
RouterPlus vs SambaCloud
SambaCloud scores 66.4 (B) on agent readiness against RouterPlus's 51.2 (D), and leads in 4 of 7 scored categories. Both do llm inference.
Best model APIs and inference for AI agents · All 190 models comparisons
Which one, for what
Best for Teams that call Claude and GPT models from one key and want the cost of every call in the response, with their own provider keys where they have them.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No terms of service, privacy policy, status page, changelog or security.txt found for the gateway
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 45
- Schema & documentation, 81 against 59
- Maintenance & community, 77 against 44
- Transparency & trust, 63 against 38
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 | RouterPlus | SambaCloud | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 45 | 85 | SambaCloud +40 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 59 | 81 | SambaCloud +22 |
| Agent ergonomics | 13%16.2 | 71 | 67 | RouterPlus +4 |
| Security & auth | 14%17.5 | 62 | 58 | RouterPlus +4 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 44 | 77 | SambaCloud +33 |
| Transparency & trust | 7%8.8 | 38 | 63 | SambaCloud +25 |
| Negative events | ≤15 | -2 | -2 | |
| Total | D 51.2/100 | B 66.4/100 |
Facts side by side
| Fact | RouterPlus | SambaCloud |
|---|---|---|
| Kind | Model router | Model API |
| Vendor | RouterPlus | SambaNova Systems, Inc. |
| Hosted endpoint | https://api.routerplus.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. No terms of service for the gateway were found on routerplus.com or app.routerplus.com on 13 October 2026. The only terms on the site govern the capacity request form and name EVO HQ Inc, a Delaware corporation (https://routerplus.com/capacity/terms/). | 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 | none | 2026-09-17 |
| Terms last updated | no document linked | no date given |
| Privacy policy last updated | no document linked | 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 | none | 2 stars, 76 npm/wk, 6.1k PyPI/wk |
Verdicts
RouterPlus
The docs are written for agents, every model price is public, and each response carries its own cost. No terms of service, privacy policy, status page or changelog were found. Signup adds no free credit, and the chat catalogue is Claude and GPT only.
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
RouterPlus
- Send
max_tokenson every request. Without it the balance hold assumes up to 32,768 output tokens and can returninsufficient_quotaon a small balance - Switch on
error_type. Retryrate_limitafterretry-after, and stop oninsufficient_quota, which needs a person to add credit or raise a cap - Don't add a retry loop on top of the SDK's. There is no idempotency key, so a retry that reaches a provider is billed again
- Copy model ids from
GET /v1/modelsor /api/models.json. An unknown id is a 404 and the gateway never substitutes one - Use
/v1/messagesfor Claude when you needthinkingor server tools, and/v1/chat/completionswithresponse_formatonly for GPT ids
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, RouterPlus or SambaCloud?
SambaCloud scores 66.4 (B) on agent readiness against RouterPlus's 51.2 (D), and leads in 4 of 7 scored categories.
Do RouterPlus and SambaCloud need an API key?
Both need an API key.
Can an agent call RouterPlus and SambaCloud without installing anything?
Yes. RouterPlus has a hosted endpoint at https://api.routerplus.com/v1 and SambaCloud at https://api.sambanova.ai/v1.
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Machine-readable
- This page as Markdown
/compare/routerplus-vs-sambanova.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/routerplus.json·/api/v1/tools/sambanova.json - From a terminal
anchor compare routerplus sambanova(the CLI) - Over MCP
compare_tools {"a": "routerplus", "b": "sambanova"}at/mcp, no key