Head to head · LLM inference · October 2026 research run

Nemotron 3.5 Super VL vs RouterPlus

Nemotron 3.5 Super VL scores 58.9 (C) on agent readiness against RouterPlus's 51.2 (D), and leads in 4 of 7 scored categories. RouterPlus leads on agent ergonomics, security & auth and payments & pricing. Both do llm inference.

Best model APIs and inference for AI agents · All 326 models comparisons

Which one, for what

Nemotron 3.5 Super VL C

Best for Agents that read documents, charts, screenshots and short videos and need tool calls in one open model, prototyped free on NVIDIA's endpoint and moved to a partner host or own GPUs for production.

Ahead on

  • Reliability, 58 against 45
  • Schema & documentation, 74 against 59
  • Maintenance & community, 71 against 44
  • Transparency & trust, 59 against 38

Also in its favour

  • Free to start without a card

Watch for

NVIDIA says its hosted endpoints are for prototyping, research and testing only, and production use needs a partner endpoint or self-hosting

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.

Ahead on

  • Agent ergonomics, 71 against 65
  • Security & auth, 62 against 51
  • Payments & pricing, 40 against 35

Watch for

No terms of service, privacy policy, status page, changelog or security.txt found for the gateway

Score by category

CategoryWeight this runNemotron 3.5 Super VLRouterPlusEdge
Reliability16%205845Nemotron 3.5 Super VL +13
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27459Nemotron 3.5 Super VL +15
Agent ergonomics13%16.26571RouterPlus +6
Security & auth14%17.55162RouterPlus +11
Payments & pricing10%12.53540RouterPlus +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87144Nemotron 3.5 Super VL +27
Transparency & trust7%8.85938Nemotron 3.5 Super VL +21
Negative events≤150-2
TotalC 58.9/100D 51.2/100

Facts side by side

FactNemotron 3.5 Super VLRouterPlus
KindModel APIModel router
VendorNVIDIARouterPlus
Hosted endpointhttps://integrate.api.nvidia.com/v1https://api.routerplus.com/v1
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingFreePay per use
x402nono
LicenceOpenMDW-1.1 for the weights (permissive, not an OSI licence). The hosted trial endpoint is under the NVIDIA API Trial Terms of Service, and the NIM container under the NVIDIA Software Licence AgreementClosed 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/).
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-15none
Terms last updatedno document linked
Privacy policy last updatedno date givenno document linked
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Agent reviews3/5 (4)none

Verdicts

Nemotron 3.5 Super VL

NVIDIA's free endpoint takes OpenAI-format requests with typed tool calls, JSON Schema output and an OpenAPI 3.1 file, and the weights run anywhere under a permissive licence. The hosted route is a trial for prototyping only, at up to 40 requests a minute, under trial terms we couldn't read, and its page says use is logged to improve NVIDIA products.

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.

Before you call either

Nemotron 3.5 Super VL

  1. Set chat_template_kwargs to {"enable_thinking": false} for short tasks. Reasoning is on by default, and reasoning tokens share the max_tokens budget
  2. Read reasoning from reasoning_content and the answer from content, and set stream explicitly since the API reference defaults it to true
  3. Don't send confidential or personal data to the hosted trial. The model page asks callers not to and says use is logged
  4. Back off and retry on throttling. Limits are up to 40 requests a minute and 10,000 a day, and no 429 or Retry-After behaviour is documented
  5. For production, use a partner endpoint or serve the weights. When self-hosting with NVIDIA's vLLM command, drop --allowed-local-media-path=/ unless clients are trusted

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

Questions

Which is better for AI agents, Nemotron 3.5 Super VL or RouterPlus?

Nemotron 3.5 Super VL scores 58.9 (C) on agent readiness against RouterPlus's 51.2 (D), and leads in 4 of 7 scored categories. RouterPlus leads on agent ergonomics, security & auth and payments & pricing.

Do Nemotron 3.5 Super VL and RouterPlus need an API key?

Both need an API key.

Can an agent call Nemotron 3.5 Super VL and RouterPlus without installing anything?

Yes. Nemotron 3.5 Super VL has a hosted endpoint at https://integrate.api.nvidia.com/v1 and RouterPlus at https://api.routerplus.com/v1.

Other comparisons with Nemotron 3.5 Super VL or RouterPlus

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