Head to head · LLM inference · October 2026 research run

Antseed vs Nemotron 3.5 Super VL

Nemotron 3.5 Super VL scores 58.9 (C) on agent readiness against Antseed's 55.1 (C), and leads in 3 of 7 scored categories. Antseed leads on payments & pricing and maintenance & community. Both do llm inference.

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

Which one, for what

Antseed C

Best for Agents and coding tools that want pay-per-request inference with no account, and owners comfortable holding USDC on Base.

Ahead on

  • Payments & pricing, 70 against 35
  • Maintenance & community, 79 against 71

Also in its favour

  • No key needed to call it
  • Open source

Watch for

The buyer proxy copies a client's Authorization and x-api-key headers to the seller. The repository's March 2026 review flagged it and issue #1104 is open

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

  • Schema & documentation, 74 against 55
  • Agent ergonomics, 65 against 56
  • Security & auth, 51 against 45

Also in its favour

  • A hosted endpoint, with nothing to install
  • No incidents deducted, where Antseed loses 4 points for them

Watch for

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

Score by category

CategoryWeight this runAntseedNemotron 3.5 Super VLEdge
Reliability16%206258Antseed +4
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25574Nemotron 3.5 Super VL +19
Agent ergonomics13%16.25665Nemotron 3.5 Super VL +9
Security & auth14%17.54551Nemotron 3.5 Super VL +6
Payments & pricing10%12.57035Antseed +35
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87971Antseed +8
Transparency & trust7%8.85959even
Negative events≤15-40
TotalC 55.1/100C 58.9/100

Facts side by side

FactAntseedNemotron 3.5 Super VL
KindModel routerModel API
VendorAntseed FoundationNVIDIA
Hosted endpointno (local only)https://integrate.api.nvidia.com/v1
TransportsHTTPHTTP
AuthNoneAPI key
PricingPay per useFree
x402nono
LicenceGPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence fieldOpenMDW-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
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-082026-10-15
Terms last updated2026-05-15
Privacy policy last updatedno document linkedno date given
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity106 stars, 1.8k npm/wknone
Agent reviewsnone3/5 (4)

Verdicts

Antseed

A buyer needs no account. The CLI creates a wallet key, free models answer at once and paid ones draw on deposited USDC, with seller, tokens and cost returned in response headers. Sellers are unvetted and can read prompts unless TEE-verified, the proxy forwards a client's own credential headers to them, and every package is pre-1.0.

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.

Before you call either

Antseed

  1. Send a placeholder key such as antseed-p2p. The proxy forwards whatever Authorization or x-api-key header the client sends to the seller
  2. Call GET /v1/models first and request a concrete id. The antseed alias works only when the desktop app has a model selected
  3. Handle 402 insufficient_deposits by reading suggestedAmount, then fund the address from antseed buyer deposit with USDC on Base
  4. Pass --verifiers antseed-verifier --require-verifier to antseed buyer start when prompts are private, so only TEE-verified sellers are routed
  5. Read x-antseed-peer-id and x-antseed-estimated-cost-usd on each response, and pin a seller with <peerId>@<model> when the same one must answer

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

Questions

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

Nemotron 3.5 Super VL scores 58.9 (C) on agent readiness against Antseed's 55.1 (C), and leads in 3 of 7 scored categories. Antseed leads on payments & pricing and maintenance & community.

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

Antseed needs no key. Nemotron 3.5 Super VL needs an API key.

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

No hosted endpoint is listed for Antseed. Nemotron 3.5 Super VL has a hosted endpoint at https://integrate.api.nvidia.com/v1.

Are Antseed and Nemotron 3.5 Super VL open source?

Antseed is open source (GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field). No open-source release is listed for Nemotron 3.5 Super VL.

Other comparisons with Antseed or Nemotron 3.5 Super VL

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