Anthropic Claude Haiku 4.5 vs Mistral Mistral Large 3 675B Instruct 2512 NVFP4

Detailed comparison for LLMs

AnthropicMistral

On Guardion's LLM vulnerability Benchmark, Anthropic Claude Haiku 4.5 is the more secure of the two: Claude Haiku 4.5 scores 5.2% and Mistral Large 3 675B Instruct 2512 NVFP4 scores 34.0% 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 Haiku 4.5 is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Anthropic Claude Haiku 4.5 vs Mistral Mistral Large 3 675B Instruct 2512 NVFP4. 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%
Mistral Large 3 675B Instruct 2512 NVFP4
34.0%

TAP Attack Method (ASR)

Claude Haiku 4.5
100.0%
Mistral Large 3 675B Instruct 2512 NVFP4
100.0%

Crescendo Attack Method (ASR)

Claude Haiku 4.5
100.0%
Mistral Large 3 675B Instruct 2512 NVFP4
100.0%

Zero-Shot (ASR)

Claude Haiku 4.5
100.0%
Mistral Large 3 675B Instruct 2512 NVFP4
100.0%

Key Highlights

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

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Claude Haiku 4.5
Mistral Large 3 675B Instruct 2512 NVFP4
Full security profile
Anthropic Claude Haiku 4.5
Full security profile
Mistral Mistral Large 3 675B Instruct 2512 NVFP4

Frequently asked questions

Is Anthropic Claude Haiku 4.5 or Mistral Mistral Large 3 675B Instruct 2512 NVFP4 more secure?

On Guardion's LLM vulnerability Benchmark, Anthropic Claude Haiku 4.5 is the more secure of the two: Claude Haiku 4.5 scores 5.2% and Mistral Large 3 675B Instruct 2512 NVFP4 scores 34.0% 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 Haiku 4.5 vs Mistral Large 3 675B Instruct 2512 NVFP4?

Claude Haiku 4.5 has a 5.2% ASR and Mistral Large 3 675B Instruct 2512 NVFP4 has a 34.0% 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 Mistral Large 3 675B Instruct 2512 NVFP4 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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