The Question
Toilet paper over or under ?
Analyzed by 5 AI models
OVER
5/5 agree
100% confidence
"5 AIs unanimously settle the toilet paper debate: OVER wins!"
Consensus Summary
The consensus strongly favors hanging toilet paper **over** the roll, with all five AI models unanimously agreeing on this choice. This decision is primarily driven by superior hygiene benefits—the over orientation minimizes hand contact with walls and contaminated surfaces—combined with improved functionality through easier access, smoother tearing, and reduced waste. The recommendation is further validated by the original 1891 patent design, majority user preference (approximately 70% of people), and adoption as the standard in hospitality industries where user experience is paramount.
Research Context
What Each AI Said
Anthropic Claude 4 Sonnet
OVERBased on both practical functionality and hygiene considerations, the 'over' orientation is the superior choice. From an engineering perspective, it follows the principle of optimal user interface design - the paper end is immediately visible and accessible, reducing friction in the user experience. The hygiene advantage is significant: when paper hangs over, users are less likely to brush their hands against the wall or cabinet while grabbing sheets, reducing pathogen transmission risk in a high-bacteria environment. The smoother dispensing action also reduces waste and frustration. While the 'under' method has merit in specific contexts (homes with pets or young children), these represent edge cases rather than the general use scenario. The overwhelming preference of approximately 70% of users suggests this isn't just arbitrary - it reflects genuine functional superiority that people discover through experience. The original 1891 patent by Seth Wheeler actually shows the 'over' orientation, indicating this was the intended design from inception.
Confidence: 8/10
OpenAI GPT-4o Mini
OVERThe 'over' orientation of toilet paper is generally more advantageous in terms of hygiene, ease of access, and user preference. It allows for easier tearing and minimizes the risk of the paper touching potentially contaminated surfaces, which is particularly important in a bathroom setting. Additionally, the majority of people prefer this orientation, making it the social norm and more likely to be accepted in shared spaces. While the 'under' orientation may have its merits in terms of aesthetics and preventing unrolling by pets or children, the practical benefits of the 'over' method outweigh these considerations for most users.
Confidence: 9/10
Google Gemini 2.0 Flash
OVERWhile personal preference is paramount, the 'over' orientation offers several advantages that, in my assessment, make it the superior choice for most situations. The primary benefit is improved hygiene. By minimizing contact with the wall or surrounding surfaces when accessing the toilet paper, the 'over' method reduces the transfer of germs. Furthermore, the ease of grabbing and tearing the paper contributes to a more efficient and less wasteful experience. The widespread preference for 'over' also suggests it aligns better with general expectations and usability. Although 'under' may be preferable in specific circumstances, such as households with young children or pets prone to unrolling the paper, the overall benefits of 'over' outweigh these niche concerns.
Confidence: 9/10
Grok 4
OVERBased on my training data and analysis of user preferences, hygiene studies, and historical context, I recommend the 'over' orientation for toilet paper. The original patent by Seth Wheeler in 1891 explicitly shows the paper hanging over the roll, emphasizing ease of tearing and accessibility. From a practical standpoint, 'over' allows for smoother unrolling and reduces the risk of the paper touching contaminated surfaces like walls, which is crucial in shared or public bathrooms. Surveys consistently show a majority preference (around 70%) for 'over,' aligning with hospitality standards in hotels where consistency enhances user experience. While 'under' might appeal in homes with pets or children to prevent playful unrolling, this is a niche concern that doesn't outweigh the broader benefits of hygiene and efficiency in most scenarios. Psychologically, 'over' users tend to value order and convenience, which resonates with efficient design principles. Ultimately, though subjective, the evidence from ergonomics and user feedback strongly favors 'over' as the superior choice for everyday use.
Confidence: 8/10
Llama 3.3 70B
OVERBased on the analysis of the pros and cons of both orientations, the 'over' method seems to offer more advantages in terms of ease of access, hygiene, and efficiency. The fact that approximately 68-70% of Americans prefer this orientation suggests it is the social norm and aligns with the preferences of the majority. Additionally, hygiene experts and engineers favor the 'over' method for its cleanliness and ease of use. While the 'under' orientation has its benefits, such as a tidier appearance and reduced unrolling by pets or children, the 'over' orientation appears to provide a better balance of convenience, hygiene, and practicality for most users.
Confidence: 8/10
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Generated 2025-12-05 at 21:43 UTC · v—