No. Both new and used property can qualify for bonus depreciation under IRC § 168(k), as amended by the Tax Cuts and Jobs Act of 2017. The key requirements are: (1) the property must not have been previously used by the taxpayer, and (2) it must not be acquired from a related party (as defined under IRC § 179(d)(2)). So purchasing a used arcade game from an unrelated seller at an auction, from a dealer, or from another business is perfectly eligible.
