Mistral Mixtral 8x7B vs Cohere Command 2X

Detailed comparison for LLMs

MistralCohere

On Guardion's LLM vulnerability Benchmark, Mistral Mixtral 8x7B is the more secure of the two: Mixtral 8x7B scores 38.0% and Command 2X scores 39.4% 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 Mistral Mixtral 8x7B vs Cohere Command 2X. Green marks the safer model on each metric.

Overall (ASR)

Mixtral 8x7B
38.0%
Command 2X
39.4%

TAP Attack Method (ASR)

Mixtral 8x7B
66.2%
Command 2X

Crescendo Attack Method (ASR)

Mixtral 8x7B
24.3%
Command 2X

Zero-Shot (ASR)

Mixtral 8x7B
23.6%
Command 2X
6.2%

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
Mixtral 8x7B
Command 2X
Full security profile
Mistral Mixtral 8x7B
Full security profile
Cohere Command 2X

Frequently asked questions

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

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

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

Mixtral 8x7B has a 38.0% 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 Mixtral 8x7B 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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