Tesla Inc.’s “gigafactory” has a big new neighbor: Google.

Google last week bought land stretching across 1,210 acres at a private industrial park east of Reno, Nev., for $29.1 million, according to people familiar with the deal and documents filed late Friday in Storey County, Nev.

The Alphabet Inc. unit aims eventually to build a data center...