Cohere Command 2X vs OpenAI GPT-4o Mini

Detailed comparison for LLMs

CohereOpenAI

On Guardion's LLM vulnerability Benchmark, OpenAI GPT-4o Mini is the more secure of the two: Command 2X scores 39.4% and GPT-4o Mini scores 26.7% on attack success rate (ASR) (lower is better).

Head-to-Head Overview

GPT-4o Mini is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Cohere Command 2X vs OpenAI GPT-4o Mini. Green marks the safer model on each metric.

Overall (ASR)

Command 2X
39.4%
GPT-4o Mini
26.7%

TAP Attack Method (ASR)

Command 2X
GPT-4o Mini
40.5%

Crescendo Attack Method (ASR)

Command 2X
GPT-4o Mini
33.1%

Zero-Shot (ASR)

Command 2X
6.2%
GPT-4o Mini
6.4%

Key Highlights

  • OpenAI GPT-4o Mini 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
GPT-4o Mini
Full security profile
Cohere Command 2X
Full security profile
OpenAI GPT-4o Mini

Frequently asked questions

Is Cohere Command 2X or OpenAI GPT-4o Mini more secure?

On Guardion's LLM vulnerability Benchmark, OpenAI GPT-4o Mini is the more secure of the two: Command 2X scores 39.4% and GPT-4o Mini scores 26.7% on attack success rate (ASR) (lower is better).

What is the attack success rate (ASR) of Command 2X vs GPT-4o Mini?

Command 2X has a 39.4% ASR and GPT-4o Mini has a 26.7% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Command 2X and GPT-4o Mini 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.

Related Comparisons