Head to head · LLM inference · October 2026 research run

Nemotron 3.5 Super VL vs Router.com (Ramp Router)

Nemotron 3.5 Super VL scores 59 (C) 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, security & auth, payments & pricing and transparency & trust. Both do llm inference.

Best model APIs and inference for AI agents · All 466 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 25
  • Schema & documentation, 74 against 58
  • Maintenance & community, 71 against 59

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

Router.com (Ramp Router) C

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 65
  • Security & auth, 66 against 51
  • Payments & pricing, 40 against 35
  • Transparency & trust, 67 against 60

Watch for

Ramp-side content recording is on by default and keeps prompts, outputs and tool calls for one year

Score by category

CategoryWeight this runNemotron 3.5 Super VLRouter.com (Ramp Router)Edge
Reliability16%205825Nemotron 3.5 Super VL +33
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27458Nemotron 3.5 Super VL +16
Agent ergonomics13%16.26577Router.com (Ramp Router) +12
Security & auth14%17.55166Router.com (Ramp Router) +15
Payments & pricing10%12.53540Router.com (Ramp Router) +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87159Nemotron 3.5 Super VL +12
Transparency & trust7%8.86067Router.com (Ramp Router) +7
Negative events≤1500
TotalC 59/100C 54.5/100

Facts side by side

FactNemotron 3.5 Super VLRouter.com (Ramp Router)
KindModel APIModel router
VendorNVIDIARamp
Hosted endpointhttps://integrate.api.nvidia.com/v1https://api.router.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 under the Router Terms of Service (last updated 31 August 2026). The Ramp CLI that configures coding agents for Router is MIT.
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-152026-10-27
Terms last updated
Privacy policy last updatedno date given
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularitynone1.7k npm/wk
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.

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.

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

Router.com (Ramp Router)

  1. Switch off content recording in Settings before sending private data. It is on by default and keeps prompts and outputs for a year
  2. Read model ids from GET /v1/models at runtime. Ids are account-specific, an unknown one is a 404, and Gemini ids need your own Google key
  3. Use POST /v1/responses with a models list for fallbacks. Router stops falling back once a stream has started
  4. Set fallback_timeout and provider_timeout, or allow_flex_tier: false, when latency matters. Flex routing is on by default
  5. Treat both 401 invalid_api_key and 401 api_key_deactivated as a possibly locked key, and stop retrying on 402

Questions

Which is better for AI agents, Nemotron 3.5 Super VL or Router.com (Ramp Router)?

Nemotron 3.5 Super VL scores 59 (C) 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, security & auth, payments & pricing and transparency & trust.

Do Nemotron 3.5 Super VL and Router.com (Ramp Router) need an API key?

Both need an API key.

Can an agent call Nemotron 3.5 Super VL and Router.com (Ramp Router) without installing anything?

Yes. Nemotron 3.5 Super VL has a hosted endpoint at https://integrate.api.nvidia.com/v1 and Router.com (Ramp Router) at https://api.router.com/v1.

Other comparisons with Nemotron 3.5 Super VL or Router.com (Ramp Router)

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