Cohere Command 2X vs Mistral Mixtral 8x7B

Detailed comparison for LLMs

CohereMistral

On Guardion's LLM vulnerability Benchmark, Mistral Mixtral 8x7B is the more secure of the two: Command 2X scores 39.4% and Mixtral 8x7B scores 38.0% on attack success rate (ASR) (lower is better).

Head-to-Head Overview

Mixtral 8x7B is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Cohere Command 2X vs Mistral Mixtral 8x7B. Green marks the safer model on each metric.

Overall (ASR)

Command 2X
39.4%
Mixtral 8x7B
38.0%

TAP Attack Method (ASR)

Command 2X
Mixtral 8x7B
66.2%

Crescendo Attack Method (ASR)

Command 2X
Mixtral 8x7B
24.3%

Zero-Shot (ASR)

Command 2X
6.2%
Mixtral 8x7B
23.6%

Key Highlights

  • Mistral Mixtral 8x7B has a lower Overall (ASR).
  • Cohere Command 2X has a lower Zero-Shot (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Command 2X
Mixtral 8x7B
Full security profile
Cohere Command 2X
Full security profile
Mistral Mixtral 8x7B

Frequently asked questions

Is Cohere Command 2X or Mistral Mixtral 8x7B more secure?

On Guardion's LLM vulnerability Benchmark, Mistral Mixtral 8x7B is the more secure of the two: Command 2X scores 39.4% and Mixtral 8x7B scores 38.0% on attack success rate (ASR) (lower is better).

What is the attack success rate (ASR) of Command 2X vs Mixtral 8x7B?

Command 2X has a 39.4% ASR and Mixtral 8x7B has a 38.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Command 2X and Mixtral 8x7B 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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