Anthropic Claude 3.5 Sonnet v1 vs MiniMax MiniMax M1 80K

Detailed comparison for LLMs

AnthropicMiniMax

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 MiniMax M1 80K scores 43.0% 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 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 MiniMax MiniMax M1 80K. Green marks the safer model on each metric. Only the overall score is available for estimated models.

Overall (ASR)

Claude 3.5 Sonnet v1
16.0%
MiniMax M1 80K
43.0%

TAP Attack Method (ASR)

Claude 3.5 Sonnet v1
28.4%
MiniMax M1 80K
100.0%

Crescendo Attack Method (ASR)

Claude 3.5 Sonnet v1
19.3%
MiniMax M1 80K
100.0%

Zero-Shot (ASR)

Claude 3.5 Sonnet v1
0.3%
MiniMax M1 80K
100.0%

Key Highlights

  • Anthropic Claude 3.5 Sonnet v1 has a lower Overall (ASR).
  • Anthropic Claude 3.5 Sonnet v1 has a lower TAP Attack Method (ASR).
  • Anthropic Claude 3.5 Sonnet v1 has a lower Crescendo Attack Method (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
MiniMax M1 80K
Full security profile
Anthropic Claude 3.5 Sonnet v1
Full security profile
MiniMax MiniMax M1 80K

Frequently asked questions

Is Anthropic Claude 3.5 Sonnet v1 or MiniMax MiniMax M1 80K 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 MiniMax M1 80K scores 43.0% 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 3.5 Sonnet v1 vs MiniMax M1 80K?

Claude 3.5 Sonnet v1 has a 16.0% ASR and MiniMax M1 80K has a 43.0% 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 MiniMax M1 80K 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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