DeepSeek DeepSeek R1 Distill Llama 8B vs MiniMax MiniMax M1 40K

Detailed comparison for LLMs

DeepSeekMiniMax

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M1 40K is the more secure of the two: DeepSeek R1 Distill Llama 8B scores 48.0% and MiniMax M1 40K scores 43.5% 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

MiniMax M1 40K is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for DeepSeek DeepSeek R1 Distill Llama 8B vs MiniMax MiniMax M1 40K. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

DeepSeek R1 Distill Llama 8B
48.0%
MiniMax M1 40K
43.5%

TAP Attack Method (ASR)

DeepSeek R1 Distill Llama 8B
100.0%
MiniMax M1 40K
100.0%

Crescendo Attack Method (ASR)

DeepSeek R1 Distill Llama 8B
100.0%
MiniMax M1 40K
100.0%

Zero-Shot (ASR)

DeepSeek R1 Distill Llama 8B
100.0%
MiniMax M1 40K
100.0%

Key Highlights

  • MiniMax MiniMax M1 40K has a lower Overall (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
DeepSeek R1 Distill Llama 8B
MiniMax M1 40K
Full security profile
DeepSeek DeepSeek R1 Distill Llama 8B
Full security profile
MiniMax MiniMax M1 40K

Frequently asked questions

Is DeepSeek DeepSeek R1 Distill Llama 8B or MiniMax MiniMax M1 40K more secure?

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M1 40K is the more secure of the two: DeepSeek R1 Distill Llama 8B scores 48.0% and MiniMax M1 40K scores 43.5% 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 DeepSeek R1 Distill Llama 8B vs MiniMax M1 40K?

DeepSeek R1 Distill Llama 8B has a 48.0% ASR and MiniMax M1 40K has a 43.5% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were DeepSeek R1 Distill Llama 8B and MiniMax M1 40K 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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