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Calmkeep significantly outperforms Claude in consistency testing, achieving 85% accuracy on code tasks and perfect 100% on legal documents versus Claude's 50-60%.

Hacker NewsMar 24, 20261 min read
Calmkeep significantly outperforms Claude in consistency testing, achieving 85% accuracy on code tasks and perfect 100% on legal documents versus Claude's 50-60%.

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3 Key Points

  1. Calmkeep demonstrates superior performance in a 25-turn benchmark test, maintaining 85% accuracy on code generation compared to Claude's 60%

  2. Legal document handling shows the widest performance gap, with Calmkeep achieving 100% accuracy versus Claude's 50%

  3. The comparison highlights concerns about LLM drift, suggesting consistency degrades differently across model types over extended interaction sequences

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