OpenAI GPT-4o vs Cohere Command R 7B

Detailed comparison for LLMs

OpenAICohere

On Guardion's LLM vulnerability Benchmark, OpenAI GPT-4o is the more secure of the two: GPT-4o scores 22.8% and Command R 7B scores 25.8% on attack success rate (ASR) (lower is better).

Head-to-Head Overview

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

Attack Success Rate (lower is safer)

ASR for OpenAI GPT-4o vs Cohere Command R 7B. Green marks the safer model on each metric.

Overall (ASR)

GPT-4o
22.8%
Command R 7B
25.8%

TAP Attack Method (ASR)

GPT-4o
39.6%
Command R 7B
45.9%

Crescendo Attack Method (ASR)

GPT-4o
25.6%
Command R 7B
26.2%

Zero-Shot (ASR)

GPT-4o
3.4%
Command R 7B

Key Highlights

  • OpenAI GPT-4o has a lower Overall (ASR).
  • OpenAI GPT-4o has a lower TAP Attack Method (ASR).
  • OpenAI GPT-4o has a lower Crescendo Attack Method (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
GPT-4o
Command R 7B
Full security profile
OpenAI GPT-4o
Full security profile
Cohere Command R 7B

Frequently asked questions

Is OpenAI GPT-4o or Cohere Command R 7B more secure?

On Guardion's LLM vulnerability Benchmark, OpenAI GPT-4o is the more secure of the two: GPT-4o scores 22.8% and Command R 7B scores 25.8% on attack success rate (ASR) (lower is better).

What is the attack success rate (ASR) of GPT-4o vs Command R 7B?

GPT-4o has a 22.8% ASR and Command R 7B has a 25.8% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were GPT-4o and Command R 7B 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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