In 1994, Kim Rantala joined the band on keyboards, being integrated as a member of the band rather than the side musician he was replacing. An EP entitled Black Winter Day was released the next year. Their next album was Elegy. This disc showcased a new six-member lineup, completed by Pasi Koskinen as their second vocalist. The lineup at this point also included new drummer Pekka Kasari. In 1997 they released My Kantele. In 1998, Rantala left the group, being replaced by Santeri Kallio. The group released Tuonela with that lineup in 1999. The following year, Niclas Etelävuori replaced Laine on bass.
In 2001 the band went in a more experimental direction, including saxophones and a greater focus on keyboards for Am Universum. Jan Rechberger rejoined the band in 2003 just in time to record Amorphis' sixth studio album, Far from the Sun. Koskinen left the band in 2004 to focus on his family and was replaced by Tomi Joutsen. For their next project, Amorphis began work on a series of concept albums based on the famous Finnish epic poem The Kalevala, releasing Eclipse in 2006, Silent Waters in 2007, and the more melodic and prog-oriented Skyforger in 2009. In 2010 the band decided to revisit some of its older work, recording new arrangements of earlier material for Magic and Mayhem: Tales from the Early Years with its new approach at the fore.
Looking back at the past was simply a way of honoring it, however, and Amorphis pushed ahead with The Beginning of Times, which combined Joutsen's clean singing with earth-shaking guttural growls and wove aggressive death metal into the melodic prog mix. Two years later, the band enlisted Peter Tägtgren as producer for Circle, a recording that took a less epic approach and utilized early black metal and folk elements amid melodic -- though extreme -- progressive death metal.
In 2015, the band went on a European tour to commemorate the 20th anniversary of Tales from the Thousand Lakes. That summer they also released the Jens Bogren-produced Under the Red Cloud, a new set that featured substantive guest appearances from flutist Chrigel Glanzmann (Eluveitie), drummer Martin Lopez (ex-Opeth), and vocalist Aleah Stanbridge (Trees of Eternity). ~ Gary Hill, Rovi