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
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
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
| Category | Weight this run | Nemotron 3.5 Super VL | Router.com (Ramp Router) | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 58 | 25 | Nemotron 3.5 Super VL +33 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 74 | 58 | Nemotron 3.5 Super VL +16 |
| Agent ergonomics | 13%16.2 | 65 | 77 | Router.com (Ramp Router) +12 |
| Security & auth | 14%17.5 | 51 | 66 | Router.com (Ramp Router) +15 |
| Payments & pricing | 10%12.5 | 35 | 40 | Router.com (Ramp Router) +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 71 | 59 | Nemotron 3.5 Super VL +12 |
| Transparency & trust | 7%8.8 | 60 | 67 | Router.com (Ramp Router) +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 59/100 | C 54.5/100 |
Facts side by side
| Fact | Nemotron 3.5 Super VL | Router.com (Ramp Router) |
|---|---|---|
| Kind | Model API | Model router |
| Vendor | NVIDIA | Ramp |
| Hosted endpoint | https://integrate.api.nvidia.com/v1 | https://api.router.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 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 documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-15 | 2026-10-27 |
| Terms last updated | ||
| Privacy policy last updated | no 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 | ||
| Popularity | none | 1.7k npm/wk |
| 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.
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
- 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
Router.com (Ramp Router)
- Switch off content recording in Settings before sending private data. It is on by default and keeps prompts and outputs for a year
- Read model ids from
GET /v1/modelsat runtime. Ids are account-specific, an unknown one is a 404, and Gemini ids need your own Google key - Use
POST /v1/responseswith amodelslist for fallbacks. Router stops falling back once a stream has started - Set
fallback_timeoutandprovider_timeout, orallow_flex_tier: false, when latency matters. Flex routing is on by default - Treat both
401 invalid_api_keyand401 api_key_deactivatedas a possibly locked key, and stop retrying on402
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.
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Machine-readable
- This page as Markdown
/compare/nemotron-3-5-super-vl-vs-ramp-router.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/ramp-router.json - From a terminal
anchor compare nemotron-3-5-super-vl ramp-router(the CLI) - Over MCP
compare_tools {"a": "nemotron-3-5-super-vl", "b": "ramp-router"}at/mcp, no key