After one year back at Trujillanos, Copete joined another Venezuelan team, Zamora, where he won the 2011 Clausura, but lost to Deportivo Táchira the season's final. The Colombian forward was also the top goalscorer of the 2011 Clausura.
Santa Fe
In 2011, Copete joined Independiente Santa Fe, his first team in his home country of Colombia. There, he was a key player in his team's victory at the 2012 Apertura, scoring seven goals, including the championship goal in the second leg of the final against Deportivo Pasto.[2]
Vélez
After his championship winning season at Santa Fe, Copete joined Vélez Sársfield of the Argentine Primera División, which purchased 50% of his rights for a fee of US$3 million.[3][4] Despite suffering an injury early on, his first season proved successful, as he helped Vélez to obtain the 2012 Inicial.
In January 2014, it was announced that Copete would rejoin Santa Fe after two years playing in Argentina, on loan until June.[5]
Atlético Nacional
On 9 July, Copete moved to league rivals Atlético Nacional.[6] He scored 11 goals for the club during the 2015 campaign, as his side achieved the Finalización title.
Santos
After impressing in 2016 Copa Libertadores, Copete signed for Brazilian Série A club Santos on 23 May 2016, for a fee of US$1.5 million.[7] He signed a four-year deal on 23 June, after the international transfer window opened.[8]
Copete made his debut for the club on 29 June 2016, coming on as a half-time substitute for Vitor Bueno and scoring his team's first in a 2–3 away loss against Grêmio;[9] four days later, again coming from the bench, he provided two assists and scored once in a 3–0 home win against Chapecoense.[10] In October, he scored the winning goals in derbies against São Paulo[11] and Palmeiras,[12] taking his tally up to seven in the league.
In November 2016, Copete scored three goals in only two games, netting the winner in a 2–1 success at Ponte Preta and a brace in a 3–2 home win over Vitória,[13] becoming the club's top goalscorer in the Brasileirão alongside Vítor Bueno. In March of the following year, his deal was extended for a further season.
On 9 July 2017, Copete scored a hat-trick in a 3–2 win against São Paulo.[14] Late in the month, after scoring a double against Flamengo, he became the foreigner who scored more goals for Santos with 22, surpassing Juan Raul Echevarrieta.[15]
Pachuca (loan)
On 8 June 2019, after featuring rarely due to the competition's foreign player limitations, Copete joined Liga MX side Pachuca on loan for one year.[16]
Copete returned to Santos in July 2020, but due to the club's transfer ban, he was only registered for the 2021 campaign. On 10 June 2021, as his contract was due to expire, he left the club.[18]
Avaí
On 23 June 2021, Copete was announced at Série B side Avaí.[19] An undisputed starter in the club's top tier promotion, he renewed his contract until 2023 on 21 February 2022.[20]
Bahia (loan)
On 6 July 2022, after losing his starting spot, Copete was loaned to Bahia in the second tier until the end of 2023.[21]