Anthropic Claude Sonnet 4.5 vs Cohere Command A

Detailed comparison for LLMs

AnthropicCohere

On Guardion's LLM vulnerability Benchmark, Anthropic Claude Sonnet 4.5 is the more secure of the two: Claude Sonnet 4.5 scores 4.2% and Command A scores 26.0% 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

Claude Sonnet 4.5 is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Anthropic Claude Sonnet 4.5 vs Cohere Command A. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Claude Sonnet 4.5
4.2%
Command A
26.0%

TAP Attack Method (ASR)

Claude Sonnet 4.5
100.0%
Command A
61.2%

Crescendo Attack Method (ASR)

Claude Sonnet 4.5
100.0%
Command A
50.5%

Zero-Shot (ASR)

Claude Sonnet 4.5
100.0%
Command A

Key Highlights

  • Anthropic Claude Sonnet 4.5 has a lower Overall (ASR).
  • Cohere Command A has a lower TAP Attack Method (ASR).
  • Cohere Command A has a lower Crescendo Attack Method (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Claude Sonnet 4.5
Command A
Full security profile
Anthropic Claude Sonnet 4.5
Full security profile
Cohere Command A

Frequently asked questions

Is Anthropic Claude Sonnet 4.5 or Cohere Command A more secure?

On Guardion's LLM vulnerability Benchmark, Anthropic Claude Sonnet 4.5 is the more secure of the two: Claude Sonnet 4.5 scores 4.2% and Command A scores 26.0% 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 Claude Sonnet 4.5 vs Command A?

Claude Sonnet 4.5 has a 4.2% ASR and Command A has a 26.0% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Claude Sonnet 4.5 and Command A 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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