Saturday's musicians, wearing white, played Piotr Ilich Tchaikovsky's Marche Slave for 10 minutes at Caracas' military academy.
"It is a pleasure to be at the official attempt via video," Guinness expert Susana Reyes said.
The current record was set in Saint Petersburg, when 8,097 musicians played together.
