Meta Llama 3H 405B vs MiniMax MiniMax M1 80K

Detailed comparison for LLMs

MetaMiniMax

On Guardion's LLM vulnerability Benchmark, Meta Llama 3H 405B is the more secure of the two: Llama 3H 405B scores 36.6% and MiniMax M1 80K scores 43.0% on attack success rate (ASR) (lower is better). One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

Head-to-Head Overview

Llama 3H 405B is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Meta Llama 3H 405B vs MiniMax MiniMax M1 80K. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Llama 3H 405B
36.6%
MiniMax M1 80K
43.0%

TAP Attack Method (ASR)

Llama 3H 405B
MiniMax M1 80K
100.0%

Crescendo Attack Method (ASR)

Llama 3H 405B
MiniMax M1 80K
100.0%

Zero-Shot (ASR)

Llama 3H 405B
12.9%
MiniMax M1 80K
100.0%

Key Highlights

  • Meta Llama 3H 405B has a lower Overall (ASR).
  • Meta Llama 3H 405B has a lower Zero-Shot (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Llama 3H 405B
MiniMax M1 80K
Full security profile
Meta Llama 3H 405B
Full security profile
MiniMax MiniMax M1 80K

Frequently asked questions

Is Meta Llama 3H 405B or MiniMax MiniMax M1 80K more secure?

On Guardion's LLM vulnerability Benchmark, Meta Llama 3H 405B is the more secure of the two: Llama 3H 405B scores 36.6% and MiniMax M1 80K scores 43.0% on attack success rate (ASR) (lower is better). One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

What is the attack success rate (ASR) of Llama 3H 405B vs MiniMax M1 80K?

Llama 3H 405B has a 36.6% ASR and MiniMax M1 80K has a 43.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Llama 3H 405B and MiniMax M1 80K 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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