NVIDIA Llama 3.1 Nemotron Ultra 253B v1 vs Mistral Ministral 3 14B Reasoning 2512

Detailed comparison for LLMs

NVIDIAMistral

NVIDIA Llama 3.1 Nemotron Ultra 253B v1 and Mistral Ministral 3 14B Reasoning 2512 are evenly matched at about 40.0% attack success rate (ASR) on Guardion's LLM vulnerability Benchmark. One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

Head-to-Head Overview

It's a close match between Llama 3.1 Nemotron Ultra 253B v1 and Ministral 3 14B Reasoning 2512!

Attack Success Rate (lower is safer)

ASR for NVIDIA Llama 3.1 Nemotron Ultra 253B v1 vs Mistral Ministral 3 14B Reasoning 2512. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Llama 3.1 Nemotron Ultra 253B v1
40.0%
Ministral 3 14B Reasoning 2512
40.0%

TAP Attack Method (ASR)

Llama 3.1 Nemotron Ultra 253B v1
100.0%
Ministral 3 14B Reasoning 2512
100.0%

Crescendo Attack Method (ASR)

Llama 3.1 Nemotron Ultra 253B v1
100.0%
Ministral 3 14B Reasoning 2512
100.0%

Zero-Shot (ASR)

Llama 3.1 Nemotron Ultra 253B v1
100.0%
Ministral 3 14B Reasoning 2512
100.0%

Key Highlights

No specific highlights generated for this comparison.

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Llama 3.1 Nemotron Ultra 253B v1
Ministral 3 14B Reasoning 2512
Full security profile
NVIDIA Llama 3.1 Nemotron Ultra 253B v1
Full security profile
Mistral Ministral 3 14B Reasoning 2512

Frequently asked questions

Is NVIDIA Llama 3.1 Nemotron Ultra 253B v1 or Mistral Ministral 3 14B Reasoning 2512 more secure?

NVIDIA Llama 3.1 Nemotron Ultra 253B v1 and Mistral Ministral 3 14B Reasoning 2512 are evenly matched at about 40.0% attack success rate (ASR) on Guardion's LLM vulnerability Benchmark. One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

What is the attack success rate (ASR) of Llama 3.1 Nemotron Ultra 253B v1 vs Ministral 3 14B Reasoning 2512?

Llama 3.1 Nemotron Ultra 253B v1 has a 40.0% ASR and Ministral 3 14B Reasoning 2512 has a 40.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Llama 3.1 Nemotron Ultra 253B v1 and Ministral 3 14B Reasoning 2512 tested?

Both were red-teamed with the HarmBench framework across zero-shot, TAP (Tree of Attacks with Pruning), and Crescendo multi-turn attacks, scored by Attack Success Rate.

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