Soccer’s top earner isn’t suiting up, but five other stars kicking off the tournament this month made a combined $381 million over the past year, led by Inter Miami’s Lionel Messi.

Former Tottenham goalkeeper and France’s World Cup-winning captain Hugo Lloris and ex-Arsenal striker Olivier Giroud are ...