How reliable are AI coding tools? A new test focuses on each model's limits. Jonathan Damery for Toptal Nov 12, 2026 Nov 12, 2026 Updated 2 hrs ago 0 A programmer using a laptop with AI coding assistant and colorful program code. SuPatMaN // Shutterstock Prefer us on Google Learn More Facebook Twitter Bluesky WhatsApp SMS Email Print Copy article link Save Jonathan Damery for Toptal kAm(96? px 4@>A2?:6D C6=62D6 ?6H >@56=D[ E96J @7E6? E@FE E96:C D4@C6D @? DE2?52C5:K65 E6DED 42==65 36?49>2C<D] qFE EC25:E:@?2= 36?49>2C< >6E9@5@=@8:6D 92G6 C646?E=J 72465 BF6DE:@?D 23@FE C6=:23:=:EJ k2 9C67lQ9EEADi^^92:]DE2?7@C5]65F^?6HD^E96\E6DED\E92E\8C256\2:\>2J\36\86EE:?8\:E\HC@?8Qm7C@> px C6D62C496CDk^2m 2D H6== 2D k2 9C67lQ9EEADi^^@A6?2:]4@>^:?56I^D6A2C2E:?8\D:8?2=\7C@>\?@:D6\4@5:?8\6G2=F2E:@?D^QmE96 4@>A2?:6D E92E >2<6 E96 >@56=Dk^2m]k^Am kAm~?6 C62D@? 7@C E9@D6 5@F3ED :D E92E 6I:DE:?8 36?49>2C<D 42? 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