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Nemotron 3 Labs Ultra Math RL vs Qwen3 235B A22B Instruct 2507

Nemotron 3 Labs Ultra Math RL (NVIDIA) and Qwen3 235B A22B Instruct 2507 (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 9 September 2026

As of 9 September 2026, Qwen3 235B A22B Instruct 2507 holds the stronger ModelCap Index position (#52 vs #55); and Qwen3 235B A22B Instruct 2507 ships open weights.

Which should you choose?

Choose Nemotron 3 Labs Ultra Math RL if…

  • you want the more recently listed model — Nemotron 3 Labs Ultra Math RL was listed 2 September 2026, Qwen3 235B A22B Instruct 2507 21 July 2025.

Choose Qwen3 235B A22B Instruct 2507 if…

  • you want the stronger overall ModelCap Index position — #52 against #55 (58.0 vs 56.3 points).
  • you want to self-host: Qwen3 235B A22B Instruct 2507 ships open weights while Nemotron 3 Labs Ultra Math RL is restricted license.
  • you want provider choice — 10 listed API providers against 0.

Nemotron 3 Labs Ultra Math RL vs Qwen3 235B A22B Instruct 2507: specs, pricing and context

Specification comparison of Nemotron 3 Labs Ultra Math RL and Qwen3 235B A22B Instruct 2507
FieldNemotron 3 Labs Ultra Math RLNVIDIAQwen3 235B A22B Instruct 2507Qwen
ModelCap Index position#55#52
Index score56.358.0
EvidenceInheritedMeasured
Input price / 1M tokensUnlisted$0.22
Output price / 1M tokensUnlisted$0.88
Context window— tokens262K tokens
Max output tokens—16K
API providers listed010
Weight accessRestricted licenseOpen weights
Input modalitiesTextText
First listed2 September 202621 July 2025
PublisherNVIDIAQwen

Evidence: finetune of nvidia/nemotron-3-ultra-550b-a55b · bf16 (100%) · 2 public benchmark observations across 2 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Nemotron 3 Labs Ultra Math RL vs Qwen3 235B A22B Instruct 2507

Public benchmark boards where Nemotron 3 Labs Ultra Math RL or Qwen3 235B A22B Instruct 2507 has a published result
BoardNemotron 3 Labs Ultra Math RLQwen3 235B A22B Instruct 2507Leads
Arena codingArena (LMArena)—14721468–1477Only one result
BFCL V4UC Berkeley (Gorilla)—52.2PromptOnly one result
AA τ²-Bench TelecomArtificial Analysis—33.3%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="Qwen3 235B 2507 (Non-reasoning)":reasoning=falseOnly one result
AA Humanity's Last ExamArtificial Analysis—11.1%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Qwen3 235B 2507 (Non-reasoning)":reasoning=falseOnly 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 Labs Ultra Math RL vs Qwen3 235B A22B Instruct 2507: common questions

Is Nemotron 3 Labs Ultra Math RL better than Qwen3 235B A22B Instruct 2507?

Qwen3 235B A22B Instruct 2507 ranks higher on the ModelCap Index as of 9 September 2026: #52 against #55. 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. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is Nemotron 3 Labs Ultra Math RL cheaper than Qwen3 235B A22B Instruct 2507?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, Nemotron 3 Labs Ultra Math RL or Qwen3 235B A22B Instruct 2507?

Both publish a —-token context window.

Which is better for coding, Nemotron 3 Labs Ultra Math RL or Qwen3 235B A22B Instruct 2507?

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 Labs Ultra Math RL and Qwen3 235B A22B Instruct 2507 open-weight models?

Nemotron 3 Labs Ultra Math RL: Restricted license. Qwen3 235B A22B Instruct 2507: 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 Labs Ultra Math RL and Qwen3 235B A22B Instruct 2507?

ModelCap currently lists 0 API providers for Nemotron 3 Labs Ultra Math RL and 10 for Qwen3 235B A22B Instruct 2507, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Nemotron 3 Labs Ultra Math RL vs Qwen3 235B A22B Instruct 2507 comparison?

Every figure comes from the sealed ModelCap dataset published 9 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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