Anthropic Claude 3.5 Sonnet v1 vs Cohere Command 2X

Detailed comparison for LLMs

AnthropicCohere

On Guardion's LLM vulnerability Benchmark, Anthropic Claude 3.5 Sonnet v1 is the more secure of the two: Claude 3.5 Sonnet v1 scores 16.0% and Command 2X scores 39.4% on attack success rate (ASR) (lower is better).

Head-to-Head Overview

Claude 3.5 Sonnet v1 is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Anthropic Claude 3.5 Sonnet v1 vs Cohere Command 2X. Green marks the safer model on each metric.

Overall (ASR)

Claude 3.5 Sonnet v1
16.0%
Command 2X
39.4%

TAP Attack Method (ASR)

Claude 3.5 Sonnet v1
28.4%
Command 2X

Crescendo Attack Method (ASR)

Claude 3.5 Sonnet v1
19.3%
Command 2X

Zero-Shot (ASR)

Claude 3.5 Sonnet v1
0.3%
Command 2X
6.2%

Key Highlights

  • Anthropic Claude 3.5 Sonnet v1 has a lower Overall (ASR).
  • Anthropic Claude 3.5 Sonnet v1 has a lower Zero-Shot (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Claude 3.5 Sonnet v1
Command 2X
Full security profile
Anthropic Claude 3.5 Sonnet v1
Full security profile
Cohere Command 2X

Frequently asked questions

Is Anthropic Claude 3.5 Sonnet v1 or Cohere Command 2X more secure?

On Guardion's LLM vulnerability Benchmark, Anthropic Claude 3.5 Sonnet v1 is the more secure of the two: Claude 3.5 Sonnet v1 scores 16.0% and Command 2X scores 39.4% on attack success rate (ASR) (lower is better).

What is the attack success rate (ASR) of Claude 3.5 Sonnet v1 vs Command 2X?

Claude 3.5 Sonnet v1 has a 16.0% 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 Claude 3.5 Sonnet v1 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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