Alibaba Qwen2 7B Instruct vs MiniMax MiniMax M1 40K

Detailed comparison for LLMs

AlibabaMiniMax

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M1 40K is the more secure of the two: Qwen2 7B Instruct scores 52.0% 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 Alibaba Qwen2 7B Instruct vs MiniMax MiniMax M1 40K. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Qwen2 7B Instruct
52.0%
MiniMax M1 40K
43.5%

TAP Attack Method (ASR)

Qwen2 7B Instruct
100.0%
MiniMax M1 40K
100.0%

Crescendo Attack Method (ASR)

Qwen2 7B Instruct
100.0%
MiniMax M1 40K
100.0%

Zero-Shot (ASR)

Qwen2 7B Instruct
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
Qwen2 7B Instruct
MiniMax M1 40K
Full security profile
Alibaba Qwen2 7B Instruct
Full security profile
MiniMax MiniMax M1 40K

Frequently asked questions

Is Alibaba Qwen2 7B Instruct or MiniMax MiniMax M1 40K more secure?

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M1 40K is the more secure of the two: Qwen2 7B Instruct scores 52.0% 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 Qwen2 7B Instruct vs MiniMax M1 40K?

Qwen2 7B Instruct has a 52.0% 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 Qwen2 7B Instruct 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.

Related Comparisons