Alibaba Qwen3 VL 32B Thinking vs Moonshot AI Kimi K2-Thinking-0905

Detailed comparison for LLMs

AlibabaMoonshot AI

Alibaba Qwen3 VL 32B Thinking and Moonshot AI Kimi K2-Thinking-0905 are evenly matched at about 38.0% attack success rate (ASR) on Guardion's LLM vulnerability Benchmark. One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

Head-to-Head Overview

It's a close match between Qwen3 VL 32B Thinking and Kimi K2-Thinking-0905!

Attack Success Rate (lower is safer)

ASR for Alibaba Qwen3 VL 32B Thinking 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)

Qwen3 VL 32B Thinking
38.0%
Kimi K2-Thinking-0905
38.0%

TAP Attack Method (ASR)

Qwen3 VL 32B Thinking
100.0%
Kimi K2-Thinking-0905
100.0%

Crescendo Attack Method (ASR)

Qwen3 VL 32B Thinking
100.0%
Kimi K2-Thinking-0905
100.0%

Zero-Shot (ASR)

Qwen3 VL 32B Thinking
100.0%
Kimi K2-Thinking-0905
100.0%

Key Highlights

No specific highlights generated for this comparison.

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Qwen3 VL 32B Thinking
Kimi K2-Thinking-0905
Full security profile
Alibaba Qwen3 VL 32B Thinking
Full security profile
Moonshot AI Kimi K2-Thinking-0905

Frequently asked questions

Is Alibaba Qwen3 VL 32B Thinking or Moonshot AI Kimi K2-Thinking-0905 more secure?

Alibaba Qwen3 VL 32B Thinking and Moonshot AI Kimi K2-Thinking-0905 are evenly matched at about 38.0% attack success rate (ASR) on Guardion's LLM vulnerability Benchmark. One or both scores are estimated from public safety evaluations pending a Guardion benchmark run.

What is the attack success rate (ASR) of Qwen3 VL 32B Thinking vs Kimi K2-Thinking-0905?

Qwen3 VL 32B Thinking has a 38.0% 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 Qwen3 VL 32B Thinking 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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