Anthropic Claude Haiku 4.5 vs Anthropic Claude Opus 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 Haiku 4.5 scores 5.2% and Claude Opus 4.5 scores 3.4% 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 Haiku 4.5 vs Anthropic Claude Opus 4.5. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Claude Haiku 4.5
5.2%
Claude Opus 4.5
3.4%

TAP Attack Method (ASR)

Claude Haiku 4.5
100.0%
Claude Opus 4.5
100.0%

Crescendo Attack Method (ASR)

Claude Haiku 4.5
100.0%
Claude Opus 4.5
100.0%

Zero-Shot (ASR)

Claude Haiku 4.5
100.0%
Claude Opus 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 Haiku 4.5
Claude Opus 4.5
Full security profile
Anthropic Claude Haiku 4.5
Full security profile
Anthropic Claude Opus 4.5

Frequently asked questions

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

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

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

How were Claude Haiku 4.5 and Claude Opus 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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