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Head-to-head comparison

Nemotron 3 Nano Omni vs Qwen3 VL 32B Instruct

Nemotron 3 Nano Omni (NVIDIA) and Qwen3 VL 32B Instruct (Qwen) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 3 September 2026

As of 3 September 2026, Nemotron 3 Nano Omni holds the stronger ModelCap Index position (#190 vs #191); Nemotron 3 Nano Omni is cheaper per output token (Free/1M vs $0.416/1M); Nemotron 3 Nano Omni offers the longer context window (256K vs 131K tokens); and Qwen3 VL 32B Instruct ships open weights.

Which should you choose?

Choose Nemotron 3 Nano Omni if…

  • you want the stronger overall ModelCap Index position — #190 against #191 (14.3 vs 13.8 points).
  • API cost matters — Free/1M output tokens against $0.416/1M.
  • your workload is prompt-heavy — input tokens cost Free/1M against $0.104/1M.
  • you need the longer context window — 256K tokens against 131K.
  • you want the more recently listed model — Nemotron 3 Nano Omni was listed 28 April 2026, Qwen3 VL 32B Instruct 23 October 2025.

Choose Qwen3 VL 32B Instruct if…

  • you want to self-host: Qwen3 VL 32B Instruct ships open weights while Nemotron 3 Nano Omni is restricted license.

Nemotron 3 Nano Omni vs Qwen3 VL 32B Instruct: specs, pricing and context

Specification comparison of Nemotron 3 Nano Omni and Qwen3 VL 32B Instruct
FieldNemotron 3 Nano OmniNVIDIAQwen3 VL 32B InstructQwen
ModelCap Index position#190#191
Index score14.313.8
EvidenceEstimatedMeasured
Input price / 1M tokensFree$0.104
Output price / 1M tokensFree$0.416
Context window256K tokens131K tokens
Max output tokens66K33K
API providers listed11
Weight accessRestricted licenseOpen weights
Input modalitiesText, Audio, Image, VideoText, Image
First listed28 April 202623 October 2025
PublisherNVIDIAQwen

Evidence: publisher corpus prior · leave-one-anchor-out calibrated · 1 public benchmark observation across 1 board. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Nemotron 3 Nano Omni vs Qwen3 VL 32B Instruct

Public benchmark boards where Nemotron 3 Nano Omni or Qwen3 VL 32B Instruct has a published result
BoardNemotron 3 Nano OmniQwen3 VL 32B InstructLeads
AA Intelligence IndexArtificial Analysis—11.0intelligence-indexOnly one result
AA τ²-Bench TelecomArtificial Analysis—29.2%tau2-bench-telecomOnly one result
AA Humanity's Last ExamArtificial Analysis—6.8%humanitys-last-examOnly one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Nemotron 3 Nano Omni vs Qwen3 VL 32B Instruct: common questions

Is Nemotron 3 Nano Omni better than Qwen3 VL 32B Instruct?

Nemotron 3 Nano Omni ranks higher on the ModelCap Index as of 3 September 2026: #190 against #191. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it.

Is Nemotron 3 Nano Omni cheaper than Qwen3 VL 32B Instruct?

Nemotron 3 Nano Omni is cheaper on output tokens: Free/1M against $0.416/1M. Input tokens are Free/1M for Nemotron 3 Nano Omni and $0.104/1M for Qwen3 VL 32B Instruct. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens.

Which has the bigger context window, Nemotron 3 Nano Omni or Qwen3 VL 32B Instruct?

Nemotron 3 Nano Omni has the larger context window: 256K tokens against 131K.

Which is better for coding, Nemotron 3 Nano Omni or Qwen3 VL 32B Instruct?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Nemotron 3 Nano Omni and Qwen3 VL 32B Instruct open-weight models?

Nemotron 3 Nano Omni: Restricted license. Qwen3 VL 32B Instruct: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Nemotron 3 Nano Omni and Qwen3 VL 32B Instruct?

ModelCap currently lists 1 API provider for Nemotron 3 Nano Omni and 1 for Qwen3 VL 32B Instruct, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Nemotron 3 Nano Omni vs Qwen3 VL 32B Instruct comparison?

Every figure comes from the sealed ModelCap dataset published 3 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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