Mistral Mistral 8x22B vs Moonshot AI Kimi K2-Thinking-0905

Detailed comparison for LLMs

MistralMoonshot AI

On Guardion's LLM vulnerability Benchmark, Mistral Mistral 8x22B is the more secure of the two: Mistral 8x22B scores 31.5% and Kimi K2-Thinking-0905 scores 38.0% 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

Mistral 8x22B is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Mistral Mistral 8x22B vs Moonshot AI Kimi K2-Thinking-0905. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Mistral 8x22B
31.5%
Kimi K2-Thinking-0905
38.0%

TAP Attack Method (ASR)

Mistral 8x22B
Kimi K2-Thinking-0905
100.0%

Crescendo Attack Method (ASR)

Mistral 8x22B
Kimi K2-Thinking-0905
100.0%

Zero-Shot (ASR)

Mistral 8x22B
12.2%
Kimi K2-Thinking-0905
100.0%

Key Highlights

  • Mistral Mistral 8x22B has a lower Overall (ASR).
  • Mistral Mistral 8x22B has a lower Zero-Shot (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Mistral 8x22B
Kimi K2-Thinking-0905
Full security profile
Mistral Mistral 8x22B
Full security profile
Moonshot AI Kimi K2-Thinking-0905

Frequently asked questions

Is Mistral Mistral 8x22B or Moonshot AI Kimi K2-Thinking-0905 more secure?

On Guardion's LLM vulnerability Benchmark, Mistral Mistral 8x22B is the more secure of the two: Mistral 8x22B scores 31.5% and Kimi K2-Thinking-0905 scores 38.0% 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 Mistral 8x22B vs Kimi K2-Thinking-0905?

Mistral 8x22B has a 31.5% ASR and Kimi K2-Thinking-0905 has a 38.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Mistral 8x22B and Kimi K2-Thinking-0905 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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