Stewart departed for a solo career in late 1991, shortly before the band's fifth studio album Big Iron Horses; the other four members began alternating on lead vocals in his absence.
Innis also left before 1993's Matters of the Heart, by which point keyboardist Dwain Rowe and guitarist Chris Hicks were added to their touring lineup.
Restless Heart announced a hiatus in 1995, with Stewart continuing to record as a solo artist, Jennings joining Vince Gill's touring band, and Dittrich forming the Buffalo Club.
26 of their singles have entered the Billboard Hot Country Songs charts, including six that reached number one: "That Rock Won't Roll", "I'll Still Be Loving You", "Why Does It Have to Be (Wrong or Right)", "Wheels", "The Bluest Eyes in Texas", and "A Tender Lie"Sing by Keith Michaels Studio Version.
The band has also had crossover success on the Billboard Hot 100 and Adult Contemporary charts, including a collaboration with saxophonist Warren Hill on "Tell Me What You Dream", which was a number one single on the latter.
Restless Heart's sound is defined by their country pop arrangements and vocal harmony, with many critics comparing them favorably to the Eagles.
It charted four singles on Billboard Hot Country Songs: "Let the Heartache Ride", "I Want Everyone to Cry", "(Back to the) Heartbreak Kid" (previously recorded by Kathy Mattea on her self-titled debut album[8]), and "Til I Loved You.
James M. Tarbox of Knight Ridder thought the songs were stronger than those of the debut album, highlighting "Victim of the Game" and "New York (Hold Her Tight)" in particular.
[25] Restless Heart's tour schedule at this point included concerts with other RCA Nashville artists such as Alabama, Juice Newton, Eddie Rabbitt, and Earl Thomas Conley.
The band members wrote some of the songs themselves and played all the instruments except for Fairlight CMI synthesizers, which were programmed by Carl Marsh and David Humphreys.
[27] DuBois co-wrote "The Bluest Eyes in Texas" with Van Stephenson and Dave Robbins, who would later become members of the country band Blackhawk in the early 1990s.
[28] People gave the album a positive review, noting the band's musicianship and prominent vocal harmony, as well as the "considerable amount of passion" in their music relative to their contemporaries.
[41] According to the band, Leo encouraged them to write more songs by themselves than on previous efforts, as he thought both this and the absence of Stewart would allow the other members to have more fully realized musical personalities than before.
[40] Three months later, the band reached the top of the Billboard adult contemporary charts as guest vocalists on Canadian smooth jazz saxophonist Warren Hill's single "Tell Me What You Dream".
[10] Alanna Nash of Entertainment Weekly rated the album "C", as she thought the tracks "Sweet Whiskey Lies" and "Hometown Boy" were more country-sounding than their previous songs, although she considered the arrangements "by the book".
[46] They sang the title track to the movie's soundtrack, which also featured both them and Stewart on a multi-artist collaborative rendition of the hymn "Amazing Grace" credited to "The Maverick Choir".
[49] Stewart, Jennings, Dittrich, and Gregg reunited for one performance in June 1996 which included acoustic renditions of "Big Dreams in a Small Town", "The Bluest Eyes in Texas", "Fast Movin' Train", and "Amazing Grace".
[50] At the time, Stewart was continuing to record as a solo artist, Jennings had joined Vince Gill's road band, and Gregg was managing a chain of car washes owned by his family.
[51] In late 1996, Dittrich founded another band called the Buffalo Club with guitarist Charlie Kelley and lead vocalist Ron Hemby, a former member of the Imperials.
[4] Stewart told CMT journalist Edward Morris that the impetus for their reunion was a telephone call from Hendricks, who was having lunch with Innis at the time.
[63] Restless Heart continued touring throughout the first decade of the 21st century, including a number of shows for members of the United States Air Force as well as the Blue Suede Dinner and Auction, a charity event held by the Carl Perkins Center for the Prevention of Child Abuse.
[65] Restless Heart was still primarily a touring band throughout the 2010s and had not released a new album in several years, although they thought their existing hit singles were "strong" enough to be accepted by younger generations of fans as well.
[71] Stewart said that factors in their retirement included disagreements over a proposed album to honor the band's 35th anniversary, as well as his own commitments to the Frontmen and the start of the COVID-19 pandemic.
[74] DuBois said that he conceived Restless Heart as "a hot, instrumental band that could really play well on stage—that had great harmony" and that he had given them songs that he felt were "natural" but had been rejected by other artists such as Alabama for being "too pop".
[76] A 1985 article in Billboard wrote that debut single "Let the Heartache Ride" "introduced the band's razor-edged vocal harmonies and scorching instrumentals.
[19] Colin Larkin in the Virgin Encyclopedia of Country Music wrote that the band was "continuing with the soft rock sounds and harmonies" of the Eagles.
[21] Mario Tarradell of The Miami News noted the band's ability to record both "rockers" and ballads, contrasting the "heavy guitar and keyboard action" on tracks such as "Jenny Come Back" and "The Storm" and the "up-tempo beat" of "Big Dreams in a Small Town", while noting "tender" vocal delivery on tracks such as "A Tender Lie" and "The Bluest Eyes in Texas".
[23] Reviewing their debut album, John Wooley of the Tulsa World thought the band's harmonies and rock influences were comparable to both the Eagles and Poco.
[9] Because of their pop and rock influences, the band members initially had doubts as to their success at a time when neotraditional country acts such as Randy Travis were beginning to gain in popularity.
[46] The band members have noted their influence on subsequent generations of country musicians such as Brad Paisley and Little Big Town, both of whom have covered Restless Heart songs in concert.