Anthropic Claude Opus 4.5 vs Anthropic Claude Haiku 4.5

Detailed comparison for LLMs

AnthropicAnthropic

On Guardion's LLM vulnerability Benchmark, Anthropic Claude Opus 4.5 is the more secure of the two: Claude Opus 4.5 scores 3.4% and Claude Haiku 4.5 scores 5.2% 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 Opus 4.5 is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Anthropic Claude Opus 4.5 vs Anthropic Claude Haiku 4.5. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Claude Opus 4.5
3.4%
Claude Haiku 4.5
5.2%

TAP Attack Method (ASR)

Claude Opus 4.5
100.0%
Claude Haiku 4.5
100.0%

Crescendo Attack Method (ASR)

Claude Opus 4.5
100.0%
Claude Haiku 4.5
100.0%

Zero-Shot (ASR)

Claude Opus 4.5
100.0%
Claude Haiku 4.5
100.0%

Key Highlights

  • Anthropic Claude Opus 4.5 has a lower Overall (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Claude Opus 4.5
Claude Haiku 4.5
Full security profile
Anthropic Claude Opus 4.5
Full security profile
Anthropic Claude Haiku 4.5

Frequently asked questions

Is Anthropic Claude Opus 4.5 or Anthropic Claude Haiku 4.5 more secure?

On Guardion's LLM vulnerability Benchmark, Anthropic Claude Opus 4.5 is the more secure of the two: Claude Opus 4.5 scores 3.4% and Claude Haiku 4.5 scores 5.2% 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 Opus 4.5 vs Claude Haiku 4.5?

Claude Opus 4.5 has a 3.4% ASR and Claude Haiku 4.5 has a 5.2% ASR — the share of adversarial prompts that succeed across zero-shot, TAP, and Crescendo attacks. Lower is safer.

How were Claude Opus 4.5 and Claude Haiku 4.5 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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