Discussion post
Discussion board · 247 words · prompt discussion_post
Input text
Written by Claude Sonnet 5 for this cycle. Every tool below received this exact text.
Print-on-demand (POD) has fundamentally restructured the economics of self-publishing by eliminating the single greatest barrier that once kept independent authors out of the market: upfront capital. Before POD, self-publishing meant commissioning offset print runs of hundreds or thousands of copies, requiring authors to invest thousands of dollars before a single sale occurred. This created significant financial risk, forced authors to…Show full input (247 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
- 97.1
- Readability
- 85.0
- Words
- 1.09× 247 → 268
Show output (268 words)Hide output
- Median
- 1.00
- Meaning
- 93.0
- Readability
- 85.0
- Words
- 1.06× 247 → 261
Show output (261 words)Hide output
- Median
- 1.00
- Meaning
- 94.1
- Readability
- 78.0
- Words
- 0.87× 247 → 214
Show output (214 words)Hide output
- Median
- 1.00
- Meaning
- 89.9
- Readability
- 78.0
- Words
- 0.92× 247 → 227
Show output (227 words)Hide output
- Median
- 1.00
- Meaning
- 90.5
- Readability
- 72.0
- Words
- 1.26× 247 → 312
Show output (312 words)Hide output
- Median
- 1.00
- Meaning
- 91.5
- Readability
- 87.0
- Words
- 1.19× 247 → 293
Show output (293 words)Hide output
- Median
- 1.00
- Meaning
- 97.2
- Readability
- 71.0
- Words
- 1.20× 247 → 297
Show output (297 words)Hide output
- Median
- 1.00
- Meaning
- 95.3
- Readability
- 87.0
- Words
- 1.01× 247 → 250
Show output (250 words)Hide output
- Median
- 1.00
- Meaning
- 96.3
- Readability
- 78.0
- Words
- 1.07× 247 → 264
Show output (264 words)Hide output
- Median
- 0.00
- Meaning
- 94.4
- Readability
- 78.0
- Words
- 1.04× 247 → 256
Show output (256 words)Hide output
- Median
- 0.00
- Meaning
- 89.4
- Readability
- 72.0
- Words
- 1.78× 247 → 439