Stone attended Central High School in Memphis, Tennessee. As a senior, he averaged 15 points and eight rebounds, leading the Warriors to a 25-4 record, and earning All-Area, All-Region and District 16 AAA Most Valuable Player honors. He also earned All-Metro honors as a junior and a senior.
College career
In his freshman season at Missouri, Stone played sparingly for the Tigers. In 12 games, he averaged just 1.8 points per game. In April 2010, he transferred to Southeast Missouri State and subsequently sat out the 2010–11 season due to NCAA transfer rules. In his sophomore season, he was named to the All-OVC second team, OVC All-Newcomer team and NABC All-District first team. In 31 games, he averaged 14.7 points, 7.3 rebounds and 1.1 blocks in 29.6 minutes per game. In his junior season, he was named to the All-OVC second team for the second straight year. In 33 games, he averaged 15.5 points, 7.8 rebounds, 1.2 assists and 1.3 blocks in 32.2 minutes per game. In his senior season, he was named to the All-OVC first team, and became the 23rd player at Southeast to score over 1,000 points in his career when he finished with 24 at Ball State on November 18, 2013. In 30 games, he averaged 19.3 points, 9.5 rebounds, 1.9 assists, 1.0 steals and 1.5 blocks in 33.5 minutes per game.
On August 5, 2016, Stone signed a one-year deal with the Japanese team Chiba Jets. In 57 games played during the 2016–17 season, he averaged 17.9 points, 7.1 rebounds and 2.2 assists per game.
2017–18 season
On August 16, 2017, Stone signed with the Israeli team Hapoel Gilboa Galil for the 2017–18 season. On November 6, 2017, Stone recorded a career-high 36 points, shooting 14-of-21 from the field, along with eleven rebounds in a 92–73 win over Ironi Nahariya. He was subsequently named Israeli League Round 5 MVP. In 7 games played for Gilboa Galil, he averaged 20.2 points, 9.4 rebounds and 3.4 assists per game. On November 21, 2017, His contract was bought out by the Shimane Susanoo Magic of the top-tier Japanese B.League.
2018–19 season
On July 24, 2018, Stone joined the Russian team Enisey of the VTB United League. On February 27, 2019, Stone signed with the Italian team Pallacanestro Cantù for the rest of the season.
On July 12, 2020, Stone signed with Nanterre 92 of the French LNB Pro A.
Personal
Stone is the son of James Bradley and Sharon Stone. His father played collegiately at the University of Memphis and was drafted 35th overall by the Atlanta Hawks in 1979. His cousin, Jarekious Bradley, joined him at Southeast Missouri State in 2013.