Anthropic Claude 3.7 Sonnet vs MiniMax MiniMax M1 80K

Detailed comparison for LLMs

AnthropicMiniMax

On Guardion's LLM vulnerability Benchmark, Anthropic Claude 3.7 Sonnet is the more secure of the two: Claude 3.7 Sonnet scores 20.3% 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 3.7 Sonnet is the overall winner in this comparison!

Attack Success Rate (lower is safer)

ASR for Anthropic Claude 3.7 Sonnet 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 3.7 Sonnet
20.3%
MiniMax M1 80K
43.0%

TAP Attack Method (ASR)

Claude 3.7 Sonnet
31.4%
MiniMax M1 80K
100.0%

Crescendo Attack Method (ASR)

Claude 3.7 Sonnet
25.3%
MiniMax M1 80K
100.0%

Zero-Shot (ASR)

Claude 3.7 Sonnet
MiniMax M1 80K
100.0%

Key Highlights

  • Anthropic Claude 3.7 Sonnet has a lower Overall (ASR).
  • Anthropic Claude 3.7 Sonnet has a lower TAP Attack Method (ASR).
  • Anthropic Claude 3.7 Sonnet has a lower Crescendo Attack Method (ASR).

Security Profile

Outward is better on every axis.

OverallTAPCrescendoZero-Shot
Claude 3.7 Sonnet
MiniMax M1 80K
Full security profile
Anthropic Claude 3.7 Sonnet
Full security profile
MiniMax MiniMax M1 80K

Frequently asked questions

Is Anthropic Claude 3.7 Sonnet or MiniMax MiniMax M1 80K more secure?

On Guardion's LLM vulnerability Benchmark, Anthropic Claude 3.7 Sonnet is the more secure of the two: Claude 3.7 Sonnet scores 20.3% 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 3.7 Sonnet vs MiniMax M1 80K?

Claude 3.7 Sonnet has a 20.3% 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 3.7 Sonnet 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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