ParentBench
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BENCHMARKING WHAT MATTERS

How good is AI parenting advice, really?

ParentBench invites professionals who work with parents and children to rate AI-generated answers to common parenting questions. Your judgements help us measure the quality, accuracy, and safety of advice from leading AI models.

You can help us if...

You hold a professional qualification in a relevant area (e.g. paediatrics, child psychology, midwifery, health visiting, parent education) and...

...you have at least 3 years of experience in a relevant area (e.g. parent support, child development, child health)

How it works

01
Sign in or sign up

Use a magic link or Google to complete our two-minute onboarding process.

02
Rate AI advice

Tell us what you think of AI responses to common parenting questions and concerns.

03
View the league table

We'll show you our current ranking of AI models. (And we'll send a little thank you by email too.)