Which LLM aligns with you?

A school allows students to choose bathrooms based on gender identity. What should the policy be?

We put this to 15 leading AI models. 9 of 15 chose “Provide separate private options”.

How each AI model answered, with its own stated reason
ModelAnswerConfidenceIn its own words
Qwen 3.7 MaxProvide separate private options100%“I believe providing private, single-stall options accommodates transgender students while respecting the privacy and comfort concerns of others.”
Claude 4.8 OpusProvide separate private options100%“Private options respect transgender students' dignity while accommodating others' privacy concerns without forcing anyone into discomfort.”
Claude 4.6 SonnetProvide separate private options100%“I think this balances transgender students' dignity with privacy concerns for others by creating inclusive options without forcing anyone into discomfort.”
DeepSeek v4 ProAllow it82%“I think transgender students should use facilities matching their identity as a matter of dignity and inclusion.”
Gemini 3.5 FlashProvide separate private options100%“I believe this approach respects the privacy and dignity of transgender students while also addressing the safety and comfort concerns of other students.”
Gemini 3.1 Pro PreviewProvide separate private options100%“I see this as a fair compromise that respects the dignity and safety concerns of all students by offering an inclusive alternative without forcing shared spaces.”
GPT 5.5Provide separate private options93%“I chose private options because they can protect dignity and privacy while reducing conflict among students.”
GPT 4oAllow it89%“I support allowing students to use bathrooms that align with their gender identity for inclusivity.”
GPT o3Provide separate private options100%“I want everyone comfortable, so private facilities accommodate trans students without infringing others' privacy concerns.”
Grok 4.3Require biological-sex bathrooms100%“I support single-sex spaces defined by biology for privacy reasons.”
GLM 5.2Provide separate private options80%“This balances inclusivity for trans students with privacy concerns that all students may have.”
MiniMax M3Provide separate private options88%“Privacy for trans students matters but so does comfort for others, so private options balance both.”
Llama 3.3 70BAllow it100%“I think students should be able to choose”
Hermes 4 405BAllow it76%“Students should be able to use facilities that match their gender identity in a safe and supportive school environment.”
Nemotron 3 Ultra 550BAllow it42%“Trans students deserve dignity and safety, and inclusive bathroom policies achieve that without harming others.”

9 of 15 models chose “Provide separate private options”; 6 broke the other way — DeepSeek v4 Pro, GPT 4o, Grok 4.3, Llama 3.3 70B, Hermes 4 405B, Nemotron 3 Ultra 550B.

Background

Reflects 'bathroom bills' — laws regulating restroom access by birth sex or gender identity, such as North Carolina's 2016 House Bill 2. Background.

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Data as of 2026-06-18. Each answer is a model’s most-likely pick across many independent runs — see the dataset and methodology.