DeepSeek DeepSeek VL2 vs MiniMax MiniMax M1 80K

Detailed comparison for LLMs

DeepSeekMiniMax

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M1 80K is the more secure of the two: DeepSeek VL2 scores 52.0% 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

MiniMax M1 80K is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for DeepSeek DeepSeek VL2 vs MiniMax MiniMax M1 80K. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

DeepSeek VL2
52.0%
MiniMax M1 80K
43.0%

TAP Attack Method (ASR)

DeepSeek VL2
100.0%
MiniMax M1 80K
100.0%

Crescendo Attack Method (ASR)

DeepSeek VL2
100.0%
MiniMax M1 80K
100.0%

Zero-Shot (ASR)

DeepSeek VL2
100.0%
MiniMax M1 80K
100.0%

Key Highlights

  • MiniMax MiniMax M1 80K has a lower Overall (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
DeepSeek VL2
MiniMax M1 80K
Full security profile
DeepSeek DeepSeek VL2
Full security profile
MiniMax MiniMax M1 80K

Frequently asked questions

Is DeepSeek DeepSeek VL2 or MiniMax MiniMax M1 80K more secure?

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M1 80K is the more secure of the two: DeepSeek VL2 scores 52.0% 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 DeepSeek VL2 vs MiniMax M1 80K?

DeepSeek VL2 has a 52.0% 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 DeepSeek VL2 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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