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Head-to-head comparison

Llama 3.1 Nemotron Safety Guard 8B v3 vs Nemotron Cascade 2 30B A3B

Llama 3.1 Nemotron Safety Guard 8B v3 (NVIDIA) and Nemotron Cascade 2 30B A3B (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 13 September 2026

As of 13 September 2026, Nemotron Cascade 2 30B A3B holds the stronger ModelCap Index position (#123 vs #180).

Which should you choose?

Choose Llama 3.1 Nemotron Safety Guard 8B v3 if…

  • ModelCap publishes no field on which Llama 3.1 Nemotron Safety Guard 8B v3 leads Nemotron Cascade 2 30B A3B for this pair.

Choose Nemotron Cascade 2 30B A3B if…

  • you want the stronger overall ModelCap Index position — #123 against #180 (36.3 vs 6.6 points).
  • you want the more recently listed model — Nemotron Cascade 2 30B A3B was listed 18 March 2026, Llama 3.1 Nemotron Safety Guard 8B v3 20 August 2025.

Llama 3.1 Nemotron Safety Guard 8B v3 vs Nemotron Cascade 2 30B A3B: specs, pricing and context

Specification comparison of Llama 3.1 Nemotron Safety Guard 8B v3 and Nemotron Cascade 2 30B A3B
FieldLlama 3.1 Nemotron Safety Guard 8B v3NVIDIANemotron Cascade 2 30B A3BNVIDIA
ModelCap Index position#180#123
Index score6.636.3
EvidenceInheritedEstimated
Input price / 1M tokensUnlistedUnlisted
Output price / 1M tokensUnlistedUnlisted
Context window— tokens— tokens
Max output tokens——
API providers listed00
Weight accessRestricted licenseRestricted license
Input modalitiesTextText
First listed20 August 202518 March 2026
PublisherNVIDIANVIDIA

Evidence: finetune of meta-llama/llama-3.1-8b-instruct · finetune (100%) · publisher-corpus-prior over 186 held-out anchors (58%); launch card against 3 resolved peers on 11 rows (42%); exceeds every named peer on 3 of 11 rows; optimism haircut 0 from cross-lab-probe; shrunk 3.3 up toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Llama 3.1 Nemotron Safety Guard 8B v3 vs Nemotron Cascade 2 30B A3B

Public benchmark boards where Llama 3.1 Nemotron Safety Guard 8B v3 or Nemotron Cascade 2 30B A3B has a published result
BoardLlama 3.1 Nemotron Safety Guard 8B v3Nemotron Cascade 2 30B A3BLeads
AA Terminal-Bench 2.1Artificial Analysis—20.6%terminal-bench:2.1:terminus-2:e2b:pass-at-1:3-repeats:source-model="Nemotron Cascade 2 30B A3B":reasoning=trueOnly one result
AA τ²-Bench TelecomArtificial Analysis—53.2%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="Nemotron Cascade 2 30B A3B":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis—12.0%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Nemotron Cascade 2 30B A3B":reasoning=trueOnly 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.

Llama 3.1 Nemotron Safety Guard 8B v3 vs Nemotron Cascade 2 30B A3B: common questions

Is Llama 3.1 Nemotron Safety Guard 8B v3 better than Nemotron Cascade 2 30B A3B?

Nemotron Cascade 2 30B A3B ranks higher on the ModelCap Index as of 13 September 2026: #123 against #180. 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 Llama 3.1 Nemotron Safety Guard 8B v3 cheaper than Nemotron Cascade 2 30B A3B?

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, Llama 3.1 Nemotron Safety Guard 8B v3 or Nemotron Cascade 2 30B A3B?

Both publish a —-token context window.

Which is better for coding, Llama 3.1 Nemotron Safety Guard 8B v3 or Nemotron Cascade 2 30B A3B?

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 Llama 3.1 Nemotron Safety Guard 8B v3 and Nemotron Cascade 2 30B A3B open-weight models?

Llama 3.1 Nemotron Safety Guard 8B v3: Restricted license. Nemotron Cascade 2 30B A3B: 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 Llama 3.1 Nemotron Safety Guard 8B v3 and Nemotron Cascade 2 30B A3B?

ModelCap currently lists 0 API providers for Llama 3.1 Nemotron Safety Guard 8B v3 and 0 for Nemotron Cascade 2 30B A3B, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Llama 3.1 Nemotron Safety Guard 8B v3 vs Nemotron Cascade 2 30B A3B comparison?

Every figure comes from the sealed ModelCap dataset published 13 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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