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
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
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
| Category | Weight this run | Nemotron 3.5 Super VL | RouterPlus | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 58 | 45 | Nemotron 3.5 Super VL +13 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 74 | 59 | Nemotron 3.5 Super VL +15 |
| Agent ergonomics | 13%16.2 | 65 | 71 | RouterPlus +6 |
| Security & auth | 14%17.5 | 51 | 62 | RouterPlus +11 |
| Payments & pricing | 10%12.5 | 35 | 40 | RouterPlus +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 71 | 44 | Nemotron 3.5 Super VL +27 |
| Transparency & trust | 7%8.8 | 59 | 38 | Nemotron 3.5 Super VL +21 |
| Negative events | ≤15 | 0 | -2 | |
| Total | C 58.9/100 | D 51.2/100 |
Facts side by side
| Fact | Nemotron 3.5 Super VL | RouterPlus |
|---|---|---|
| Kind | Model API | Model router |
| Vendor | NVIDIA | RouterPlus |
| Hosted endpoint | https://integrate.api.nvidia.com/v1 | https://api.routerplus.com/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Free | Pay per use |
| x402 | no | no |
| Licence | OpenMDW-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 Agreement | 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/). |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-15 | none |
| Terms last updated | no document linked | |
| Privacy policy last updated | no date given | no 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 reviews | 3/5 (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
- Set
chat_template_kwargsto{"enable_thinking": false}for short tasks. Reasoning is on by default, and reasoning tokens share themax_tokensbudget - Read reasoning from
reasoning_contentand the answer fromcontent, and setstreamexplicitly since the API reference defaults it to true - Don't send confidential or personal data to the hosted trial. The model page asks callers not to and says use is logged
- 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
- 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
- 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
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.
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Machine-readable
- This page as Markdown
/compare/nemotron-3-5-super-vl-vs-routerplus.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/nemotron-3-5-super-vl.json·/api/v1/tools/routerplus.json - From a terminal
anchor compare nemotron-3-5-super-vl routerplus(the CLI) - Over MCP
compare_tools {"a": "nemotron-3-5-super-vl", "b": "routerplus"}at/mcp, no key