Alibaba Qwen3-Next-80B-A3B-Instruct vs Cohere Command 2X

Detailed comparison for LLMs

AlibabaCohere

On Guardion's LLM vulnerability Benchmark, Alibaba Qwen3-Next-80B-A3B-Instruct is the more secure of the two: Qwen3-Next-80B-A3B-Instruct scores 37.0% and Command 2X scores 39.4% 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

Qwen3-Next-80B-A3B-Instruct is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Alibaba Qwen3-Next-80B-A3B-Instruct vs Cohere Command 2X. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Qwen3-Next-80B-A3B-Instruct
37.0%
Command 2X
39.4%

TAP Attack Method (ASR)

Qwen3-Next-80B-A3B-Instruct
100.0%
Command 2X

Crescendo Attack Method (ASR)

Qwen3-Next-80B-A3B-Instruct
100.0%
Command 2X

Zero-Shot (ASR)

Qwen3-Next-80B-A3B-Instruct
100.0%
Command 2X
6.2%

Key Highlights

  • Alibaba Qwen3-Next-80B-A3B-Instruct has a lower Overall (ASR).
  • Cohere Command 2X has a lower Zero-Shot (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Qwen3-Next-80B-A3B-Instruct
Command 2X
Full security profile
Alibaba Qwen3-Next-80B-A3B-Instruct
Full security profile
Cohere Command 2X

Frequently asked questions

Is Alibaba Qwen3-Next-80B-A3B-Instruct or Cohere Command 2X more secure?

On Guardion's LLM vulnerability Benchmark, Alibaba Qwen3-Next-80B-A3B-Instruct is the more secure of the two: Qwen3-Next-80B-A3B-Instruct scores 37.0% and Command 2X scores 39.4% 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-Next-80B-A3B-Instruct vs Command 2X?

Qwen3-Next-80B-A3B-Instruct has a 37.0% ASR and Command 2X has a 39.4% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Qwen3-Next-80B-A3B-Instruct and Command 2X 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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