Transparency Dashboard

Bypass rates we don't hide.

Every week we run 100 fresh samples through Turnitin, GPTZero, and Originality.ai and publish the pass rates here. No competitor does this. AI detection is a moving target — if our pass rate drops, you see it before paying.

52-week history

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Methodology

  1. We sample 100 fresh AI-generated essays per week from a fixed bank of 24 prompts (8 prompt types × 3 disciplines), regenerated each cycle to avoid memorization.
  2. Each essay goes through the full DMAH 7-layer pipeline with the production model setup (currently Claude Haiku 4.5 primary, Sonnet 4.5 for extreme paragraphs).
  3. Each rewritten essay is submitted to Turnitin AI, GPTZero, and Originality.ai via their paid APIs.
  4. "Pass" means Turnitin AI ≤ 5% AND GPTZero ≤ 10% AND Originality.ai ≤ 10%. Pass rate is the percentage of samples meeting all three thresholds.
  5. Raw scores and aggregate stats land in bypass_benchmark and surface here within 60 seconds of the cron run.