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

RouterPlus D

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

SambaCloud B

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

CategoryWeight this runRouterPlusSambaCloudEdge
Reliability16%204585SambaCloud +40
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25981SambaCloud +22
Agent ergonomics13%16.27167RouterPlus +4
Security & auth14%17.56258RouterPlus +4
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84477SambaCloud +33
Transparency & trust7%8.83863SambaCloud +25
Negative events≤15-2-2
TotalD 51.2/100B 66.4/100

Facts side by side

FactRouterPlusSambaCloud
KindModel routerModel API
VendorRouterPlusSambaNova Systems, Inc.
Hosted endpointhttps://api.routerplus.com/v1https://api.sambanova.ai/v1
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingPay per useFreemium
x402nono
LicenceClosed 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 documentednono
llms.txtyesyes
Last releasenone2026-09-17
Terms last updatedno document linkedno date given
Privacy policy last updatedno document linked2023-05-27
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularitynone2 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

  1. Send max_tokens on every request. Without it the balance hold assumes up to 32,768 output tokens and can return insufficient_quota on a small balance
  2. Switch on error_type. Retry rate_limit after retry-after, and stop on insufficient_quota, which needs a person to add credit or raise a cap
  3. 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
  4. Copy model ids from GET /v1/models or /api/models.json. An unknown id is a 404 and the gateway never substitutes one
  5. Use /v1/messages for Claude when you need thinking or server tools, and /v1/chat/completions with response_format only for GPT ids

SambaCloud

  1. Call GET https://api.sambanova.ai/v1/models at start-up and use only ids it returns. The docs name models the endpoint no longer lists
  2. Read x-ratelimit-remaining-requests and x-ratelimit-remaining-requests-day on every response. The free tier allows 20 requests a day per model
  3. Treat 429 queue_full and 503 maintenance as retryable after a delay, and 410 model_deprecated as a signal to change model
  4. Validate JSON output yourself. Schema enforcement is best effort and strict: true changes nothing
  5. Check max_completion_tokens per 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.

Other comparisons with RouterPlus or SambaCloud

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.