Discussion post
Discussion board · 252 words · prompt discussion_post
Input text
Written by Claude Sonnet 5 for this cycle. Every tool below received this exact text.
Mentorship serves as the backbone of remote apprenticeships, compensating for the physical distance that would otherwise weaken the learning experience. In traditional settings, apprentices absorb knowledge through proximity—watching a mentor's hands, overhearing problem-solving conversations, and receiving spontaneous correction. Remote arrangements strip away these incidental learning moments, making intentional mentorship far more critical than in co-located settings. A strong mentor in…Show full input (252 words)Collapse input
How to read these scores
Each detector's result is converted to a human-likelihood score between 0 and 1. A score of 0 means the detector is sure the text is AI. A score of 1 means it is sure the text is human. Dots are green at 0.50 or above and red below. Hover a dot to see its exact score. The 0.50 cut-off only sets the dot colors. A tool's bypass rate on the leaderboard takes the median of the 7 detector scores for each test, then averages those medians. That gives a continuous number, so it will not match the share of green dots. The same goes for each per-detector rate. It is the average of that detector's scores (the number detector pages rank by), not a count of green dots.
Humanized outputs
Tools that passed more detectors come first. Ties are broken by overall rank this cycle. Each card shows the 7 detector scores, then the tool's rewrite.
- Median
- 1.00
- Meaning
- 90.3
- Readability
- 78.0
- Words
- 0.92× 252 → 231
Show output (231 words)Hide output
- Median
- 1.00
- Meaning
- 95.5
- Readability
- 87.0
- Words
- 1.38× 252 → 348
Show output (348 words)Hide output
- Median
- 0.97
- Meaning
- 94.4
- Readability
- 84.0
- Words
- 1.12× 252 → 282
Show output (282 words)Hide output
- Median
- 1.00
- Meaning
- 90.5
- Readability
- 78.0
- Words
- 0.99× 252 → 249
Show output (249 words)Hide output
- Median
- 0.90
- Meaning
- 94.6
- Readability
- 87.0
- Words
- 1.53× 252 → 386
Show output (386 words)Hide output
- Median
- 1.00
- Meaning
- 95.5
- Readability
- 78.0
- Words
- 1.24× 252 → 312
Show output (312 words)Hide output
- Median
- 0.15
- Meaning
- 93.8
- Readability
- 78.0
- Words
- 1.06× 252 → 268
Show output (268 words)Hide output
- Median
- 0.04
- Meaning
- 95.8
- Readability
- 87.0
- Words
- 1.28× 252 → 322
Show output (322 words)Hide output
- Median
- 0.00
- Meaning
- 91.6
- Readability
- 78.0
- Words
- 1.14× 252 → 287
Show output (287 words)Hide output
- Median
- 0.00
- Meaning
- 95.9
- Readability
- 78.0
- Words
- 1.91× 252 → 482