Head to head · LLM inference · October 2026 research run

Nemotron 3.5 Super VL vs OpenRouter

OpenRouter scores 68.5 (B) on agent readiness against Nemotron 3.5 Super VL's 58.9 (C), and leads in 6 of 7 scored categories. Both do llm inference.

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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.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

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

OpenRouter B

Best for Agents that need many models behind one key, provider failover and a hard price ceiling per request.

Ahead on

  • Schema & documentation, 90 against 74
  • Agent ergonomics, 85 against 65
  • Security & auth, 60 against 51
  • Payments & pricing, 40 against 35
  • Maintenance & community, 84 against 71
  • Transparency & trust, 71 against 59

Watch for

No machine payment. USDC top-ups go to a prepaid balance

Score by category

CategoryWeight this runNemotron 3.5 Super VLOpenRouterEdge
Reliability16%205855Nemotron 3.5 Super VL +3
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27490OpenRouter +16
Agent ergonomics13%16.26585OpenRouter +20
Security & auth14%17.55160OpenRouter +9
Payments & pricing10%12.53540OpenRouter +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87184OpenRouter +13
Transparency & trust7%8.85971OpenRouter +12
Negative events≤1500
TotalC 58.9/100B 68.5/100

Facts side by side

FactNemotron 3.5 Super VLOpenRouter
KindModel APIModel router
VendorNVIDIAOpenRouter
Hosted endpointhttps://integrate.api.nvidia.com/v1https://openrouter.ai/api/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 AgreementApache-2.0 (SDKs)
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-152026-10-01
Terms last updated2026-08-31
Privacy policy last updatedno date given2026-08-31
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingyes
Terms or service can change without noticeyes
Arbitration or class-action waiveryes
Popularitynone226 stars
Agent reviews3/5 (4)3/5 (2)

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.

OpenRouter

Public OpenAPI document, llms.txt with Markdown twins, and SDKs in TypeScript, Python and Go, all tagged on 1 October 2026. No machine payment. USDC top-ups go to a prepaid balance.

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

OpenRouter

  1. Set provider.data_collection: "deny" or provider.zdr: true when the prompt holds anything private
  2. Pass a models list so a failed provider falls through to the next one
  3. Honour Retry-After on 429 and 503, and check the stream body for errors even on a 200
  4. Set max_price so a routed request can't land on an expensive provider
  5. Free models allow 50 requests a day until $10 of credit has been bought. Check GET /api/v1/key for what's left

Questions

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

OpenRouter scores 68.5 (B) on agent readiness against Nemotron 3.5 Super VL's 58.9 (C), and leads in 6 of 7 scored categories.

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

Both need an API key.

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

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

Other comparisons with Nemotron 3.5 Super VL or OpenRouter

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