The trend has birthed several specific variations that have gained traction on platforms like TikTok and Spotify:
: Artists like Alexandra Fever released "epic" or "invincible" versions that combine the sped-up tempo with heavy, dramatic production.
: Frequent mashups pair "Where Have You Been" with other hits, such as The Weeknd's "The Hills" or Rihanna's own "We Found Love" .
: Hardstyle and techno-focused sped-up versions also exist, catering to the "gym culture" and high-intensity workout communities. Evolution and Availability Where Have You Been - Sped Up - Spotify
: A prominent trend in 2025 involved mixing the fast-paced vocals with grand, cinematic instrumentals. Notable releases include versions by Lewis Hanton & Orchestra Club and Luke Muzzic , often titled "Where Have You Been (sped up to perfection Orchestra Remix)".