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Head-to-head comparison

DeepSeek V3.2 vs Nemotron 3 Labs Ultra Math SFT

DeepSeek V3.2 (DeepSeek) and Nemotron 3 Labs Ultra Math SFT (NVIDIA) 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 12 September 2026

As of 12 September 2026, DeepSeek V3.2 holds the stronger ModelCap Index position (#59 vs #62); and DeepSeek V3.2 ships open weights.

Which should you choose?

Choose DeepSeek V3.2 if…

  • you want the stronger overall ModelCap Index position — #59 against #62 (57.5 vs 56.1 points).
  • you want to self-host: DeepSeek V3.2 ships open weights while Nemotron 3 Labs Ultra Math SFT is restricted license.
  • you want provider choice — 15 listed API providers against 0.

Choose Nemotron 3 Labs Ultra Math SFT if…

  • you want the more recently listed model — Nemotron 3 Labs Ultra Math SFT was listed 2 September 2026, DeepSeek V3.2 1 December 2025.

DeepSeek V3.2 vs Nemotron 3 Labs Ultra Math SFT: specs, pricing and context

Specification comparison of DeepSeek V3.2 and Nemotron 3 Labs Ultra Math SFT
FieldDeepSeek V3.2DeepSeekNemotron 3 Labs Ultra Math SFTNVIDIA
ModelCap Index position#59#62
Index score57.556.1
EvidenceMeasuredInherited
Input price / 1M tokens$0.269Unlisted
Output price / 1M tokens$0.40Unlisted
Context window164K tokens— tokens
Max output tokens66K—
API providers listed150
Weight accessOpen weightsRestricted license
Input modalitiesTextText
First listed1 December 20252 September 2026
PublisherDeepSeekNVIDIA

Evidence: 4 public benchmark observations across 4 boards · finetune of nvidia/nemotron-3-ultra-550b-a55b · bf16 (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: DeepSeek V3.2 vs Nemotron 3 Labs Ultra Math SFT

Public benchmark boards where DeepSeek V3.2 or Nemotron 3 Labs Ultra Math SFT has a published result
BoardDeepSeek V3.2Nemotron 3 Labs Ultra Math SFTLeads
Arena codingArena (LMArena)14761469–1483Thinking—Only one result
ARC-AGI-2ARC Prize Foundation4.0%—Only one result
SWE-benchSWE-bench (Princeton / SWE-agent team)70.0%High—Only one result
AA Terminal-Bench 2.1Artificial Analysis46.8%terminal-bench:2.1:terminus-2:e2b:pass-at-1:3-repeats:source-model="DeepSeek V3.2":reasoning=true—Only one result
AA τ²-Bench TelecomArtificial Analysis78.9%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="DeepSeek V3.2 (Non-reasoning)":reasoning=false—Only one result
AA Humanity's Last ExamArtificial Analysis11.2%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="DeepSeek V3.2 (Non-reasoning)":reasoning=false—Only one result
WildClawBench OpenClawWildClawBench34.0—Only 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.

DeepSeek V3.2 vs Nemotron 3 Labs Ultra Math SFT: common questions

Is DeepSeek V3.2 better than Nemotron 3 Labs Ultra Math SFT?

DeepSeek V3.2 ranks higher on the ModelCap Index as of 12 September 2026: #59 against #62. 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 DeepSeek V3.2 cheaper than Nemotron 3 Labs Ultra Math SFT?

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, DeepSeek V3.2 or Nemotron 3 Labs Ultra Math SFT?

Both publish a 164K-token context window.

Which is better for coding, DeepSeek V3.2 or Nemotron 3 Labs Ultra Math SFT?

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 DeepSeek V3.2 and Nemotron 3 Labs Ultra Math SFT open-weight models?

DeepSeek V3.2: Open weights. Nemotron 3 Labs Ultra Math SFT: Restricted license. 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 DeepSeek V3.2 and Nemotron 3 Labs Ultra Math SFT?

ModelCap currently lists 15 API providers for DeepSeek V3.2 and 0 for Nemotron 3 Labs Ultra Math SFT, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this DeepSeek V3.2 vs Nemotron 3 Labs Ultra Math SFT comparison?

Every figure comes from the sealed ModelCap dataset published 12 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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