Young companies thinking they might be worth billions may need a reality check.

Despite the hubbub over select startups such as WhatsApp, the mobile-messaging app bought by Facebook Inc. for $19 billion, first-round valuations for U.S. startups fell last year, data show, even as later-round valuations surpassed levels of the dot-com era.

Seed-round...