Alibaba Qwen3-Max vs Anthropic Claude 3.7 Sonnet

Detailed comparison for LLMs

AlibabaAnthropic

On Guardion's LLM vulnerability Benchmark, Anthropic Claude 3.7 Sonnet is the more secure of the two: Qwen3-Max scores 28.0% and Claude 3.7 Sonnet scores 20.3% 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

Claude 3.7 Sonnet is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Alibaba Qwen3-Max vs Anthropic Claude 3.7 Sonnet. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Qwen3-Max
28.0%
Claude 3.7 Sonnet
20.3%

TAP Attack Method (ASR)

Qwen3-Max
Claude 3.7 Sonnet
31.4%

Crescendo Attack Method (ASR)

Qwen3-Max
Claude 3.7 Sonnet
25.3%

Key Highlights

  • Anthropic Claude 3.7 Sonnet has a lower Overall (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendo
Qwen3-Max
Claude 3.7 Sonnet
Full security profile
Alibaba Qwen3-Max
Full security profile
Anthropic Claude 3.7 Sonnet

Frequently asked questions

Is Alibaba Qwen3-Max or Anthropic Claude 3.7 Sonnet more secure?

On Guardion's LLM vulnerability Benchmark, Anthropic Claude 3.7 Sonnet is the more secure of the two: Qwen3-Max scores 28.0% and Claude 3.7 Sonnet scores 20.3% 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 Qwen3-Max vs Claude 3.7 Sonnet?

Qwen3-Max has a 28.0% ASR and Claude 3.7 Sonnet has a 20.3% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Qwen3-Max and Claude 3.7 Sonnet 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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