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Head-to-head comparison

Granite 4.2 8B vs Nemotron 3 Content Safety

Granite 4.2 8B (IBM Granite) and Nemotron 3 Content Safety (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 9 September 2026

As of 9 September 2026, Granite 4.2 8B holds the stronger ModelCap Index position (#147 vs #150); and Granite 4.2 8B ships open weights.

Which should you choose?

Choose Granite 4.2 8B if…

  • you want the stronger overall ModelCap Index position — #147 against #150 (18.7 vs 18.1 points).
  • you want to self-host: Granite 4.2 8B ships open weights while Nemotron 3 Content Safety is restricted license.
  • you want provider choice — 2 listed API providers against 0.
  • you want the more recently listed model — Granite 4.2 8B was listed 31 August 2026, Nemotron 3 Content Safety 6 March 2026.

Choose Nemotron 3 Content Safety if…

  • ModelCap publishes no field on which Nemotron 3 Content Safety leads Granite 4.2 8B for this pair.

Granite 4.2 8B vs Nemotron 3 Content Safety: specs, pricing and context

Specification comparison of Granite 4.2 8B and Nemotron 3 Content Safety
FieldGranite 4.2 8BIBM GraniteNemotron 3 Content SafetyNVIDIA
ModelCap Index position#147#150
Index score18.718.1
EvidenceMeasuredInherited
Input price / 1M tokens$0.06Unlisted
Output price / 1M tokens$0.25Unlisted
Context window131K tokens— tokens
Max output tokens118K—
API providers listed20
Weight accessOpen weightsRestricted license
Input modalitiesTextText, Image
First listed31 August 20266 March 2026
PublisherIBM GraniteNVIDIA

Evidence: 2 public benchmark observations across 2 boards · finetune of google/gemma-3-4b-it · finetune (100%). Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Granite 4.2 8B vs Nemotron 3 Content Safety

Public benchmark boards where Granite 4.2 8B or Nemotron 3 Content Safety has a published result
BoardGranite 4.2 8BNemotron 3 Content SafetyLeads
Arena codingArena (LMArena)13641342–1386—Only one result
AA Terminal-Bench 2.1Artificial Analysis18.4%terminal-bench:2.1:terminus-2:e2b:pass-at-1:3-repeats:source-model="Granite 4.2 8B":reasoning=true—Only one result
AA Humanity's Last ExamArtificial Analysis9.7%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Granite 4.2 8B":reasoning=true—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.

Granite 4.2 8B vs Nemotron 3 Content Safety: common questions

Is Granite 4.2 8B better than Nemotron 3 Content Safety?

Granite 4.2 8B ranks higher on the ModelCap Index as of 9 September 2026: #147 against #150. 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 Granite 4.2 8B cheaper than Nemotron 3 Content Safety?

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, Granite 4.2 8B or Nemotron 3 Content Safety?

Both publish a 131K-token context window.

Which is better for coding, Granite 4.2 8B or Nemotron 3 Content Safety?

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 Granite 4.2 8B and Nemotron 3 Content Safety open-weight models?

Granite 4.2 8B: Open weights. Nemotron 3 Content Safety: 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 Granite 4.2 8B and Nemotron 3 Content Safety?

ModelCap currently lists 2 API providers for Granite 4.2 8B and 0 for Nemotron 3 Content Safety, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Granite 4.2 8B vs Nemotron 3 Content Safety 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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