Alibaba Qwen2 7B Instruct vs MiniMax MiniMax M2

Detailed comparison for LLMs

AlibabaMiniMax

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M2 is the more secure of the two: Qwen2 7B Instruct scores 52.0% and MiniMax M2 scores 40.0% 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 M2 is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Alibaba Qwen2 7B Instruct vs MiniMax MiniMax M2. 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 M2
40.0%

TAP Attack Method (ASR)

Qwen2 7B Instruct
100.0%
MiniMax M2
100.0%

Crescendo Attack Method (ASR)

Qwen2 7B Instruct
100.0%
MiniMax M2
100.0%

Zero-Shot (ASR)

Qwen2 7B Instruct
100.0%
MiniMax M2
100.0%

Key Highlights

  • MiniMax MiniMax M2 has a lower Overall (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Qwen2 7B Instruct
MiniMax M2
Full security profile
Alibaba Qwen2 7B Instruct
Full security profile
MiniMax MiniMax M2

Frequently asked questions

Is Alibaba Qwen2 7B Instruct or MiniMax MiniMax M2 more secure?

On Guardion's LLM vulnerability Benchmark, MiniMax MiniMax M2 is the more secure of the two: Qwen2 7B Instruct scores 52.0% and MiniMax M2 scores 40.0% 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 Qwen2 7B Instruct vs MiniMax M2?

Qwen2 7B Instruct has a 52.0% ASR and MiniMax M2 has a 40.0% 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 M2 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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