21 Savage continued his impressive run in 2023, building on the momentum created by his chart-topping collaborative album HER LOSS with Drake. While the Atlanta rapper didn’t release a solo studio album during the year, he remained one of hip-hop’s most sought-after collaborators, appearing alongside artists such as Usher, Burna Boy, Young Thug, Lil Durk, Gucci Mane and Metro Boomin.

Welcome to Aswehiphop’s complete 21 Savage 2023 Songs & Features archive. This page documents every officially released song, guest appearance and notable collaboration involving 21 Savage throughout 2023. We carefully verify each release to ensure this compilation remains one of the most accurate and up-to-date resources for fans.

If you’ve followed our yearly compilations, you can also revisit 21 Savage’s 2022 Songs & Features, where he emerged as one of the most featured rappers in hip-hop following numerous collaborations and the success of HER LOSS. We also continue updating our growing collection of annual artist discographies here on Aswehiphop.

Throughout 2023, 21 Savage expanded his catalogue with standout appearances on albums like Business Is Business, Almost Healed and Spider-Man: Across the Spider-Verse (Soundtrack). His versatility once again proved why he remains one of rap’s most respected feature artists, delivering memorable verses across trap, hip-hop and crossover records.

Below you’ll find every verified 21 Savage song and featured appearance released during 2023, complete with album information, related Aswehiphop coverage and additional updates as new official releases are confirmed.

21 Savage 2023 Statistics

Although 21 Savage didn’t release a solo studio album during 2023, he remained one of the year’s busiest guest artists. From R&B collaborations with Usher to hard-hitting trap records alongside Young Thug, Metro Boomin and Lil Durk, Savage continued proving why he’s one of the most reliable feature rappers of his generation. Below is the complete list of his officially released songs and guest appearances from 2023.

21 Savage 2023 Songs & Features

Below is the complete list of 21 Savage’s officially released songs and featured appearances in 2023. From blockbuster collaborations with Usher and Burna Boy to standout performances on albums by Young Thug, Lil Durk and Metro Boomin, 21 Savage remained one of hip-hop’s most in-demand guest artists throughout the year.

• Good Good (Usher feat. Summer Walker & 21 Savage)
• Wanted Me Dead (Young Thug feat. 21 Savage)
• Wit Da Racks (Young Thug feat. 21 Savage, Travis Scott, Yak Gotti & Lil Duke)
• Sittin’ On Top Of The World (Burna Boy feat. 21 Savage)
• Givin Up (Metro Boomin, 2 Chainz & 21 Savage)
• Nonviolent Communication (Metro Boomin feat. A$AP Rocky, James Blake & 21 Savage)
• War Bout It (Lil Durk feat. 21 Savage)
• 06 Gucci (Gucci Mane feat. DaBaby & 21 Savage)
• Slime U Out (Shy Glizzy feat. 21 Savage)
• Gang Sh*t (Metro Boomin, Drake, Project Pat & 21 Savage – Original Version)

Note: This compilation includes only officially released songs and verified guest appearances from 2023. It does not include unreleased demos, leaks or unofficial recordings. Aswehiphop updates this archive whenever additional official releases are confirmed.

Good Good

Good Good became one of 21 Savage’s biggest collaborations of 2023 after joining R&B icon Usher and Grammy-winning singer Summer Walker. Released on August 4, 2023, the record served as the lead single from Usher’s ninth studio album, Coming Home, blending smooth R&B melodies with 21 Savage’s laid-back yet confident rap verse.

The collaboration surprised many fans by pairing one of Atlanta’s biggest rappers with two of the city’s most celebrated R&B artists. While Usher and Summer Walker handled the emotional hook and verses, 21 Savage added a fresh hip-hop perspective that complemented the song’s themes of moving on from a failed relationship while maintaining mutual respect.

Good Good received strong commercial success, charting on the Billboard Hot 100 and becoming one of the standout R&B collaborations of the year. It also demonstrated 21 Savage’s versatility, proving he could comfortably transition between hard-hitting rap records and mainstream R&B crossovers.

You can watch the official video for Good Good. The song also appears on Usher’s Coming Home album, which marked his highly anticipated return to music ahead of his Super Bowl halftime performance.

Wanted Me Dead

Wanted Me Dead is one of two collaborations between 21 Savage and Young Thug on the rapper’s 2023 album Business Is Business. Released on June 23, 2023, the song further strengthened the chemistry between the Atlanta stars, who have collaborated on numerous records over the years.

The track features 21 Savage delivering his trademark cold, calculated flow alongside Young Thug’s unique vocal style. Built around dark trap production, Wanted Me Dead captures both artists in their comfort zone, making it one of the standout collaborations from the project.

Business Is Business marked Young Thug’s first studio album following his incarceration and featured an impressive lineup of guest appearances, including Drake, Travis Scott, Future, Lil Uzi Vert and 21 Savage. Savage’s contribution helped make the album one of the year’s biggest hip-hop releases.

Read our complete coverage of Young Thug’s Business Is Business album, where you’ll find the full tracklist, featured artists and additional album highlights.

Wit Da Racks

Wit Da Racks is another major collaboration from Young Thug’s Business Is Business album, featuring 21 Savage, Travis Scott, Yak Gotti and Lil Duke. Released on June 23, 2023, the track brought together several Atlanta heavyweights over a hard-hitting trap instrumental, making it one of the album’s most talked-about collaborations.

21 Savage delivers a confident verse filled with his signature street lyricism and effortless flow, while Travis Scott and the remaining guests each add their own unique energy. The chemistry between the artists helps make Wit Da Racks another standout record from Young Thug’s comeback project.

The song further highlighted 21 Savage’s consistency as one of hip-hop’s most reliable featured artists. By appearing on two songs from Business Is Business, he continued expanding an already impressive list of collaborations throughout 2023 while maintaining his presence at the top of mainstream rap.

Read our complete coverage of Young Thug’s Business Is Business, where you can explore the full album tracklist, featured artists and additional highlights from the project.

Sittin’ On Top Of The World

Sittin’ On Top Of The World marked the first official collaboration between Burna Boy and 21 Savage. Released on June 1, 2023, the single blends Afrobeats, hip-hop and R&B influences while sampling Brandy’s 1998 classic Top of the World. The collaboration showcased both artists’ ability to effortlessly cross genres and appeal to a global audience.

21 Savage contributes a confident guest verse that complements Burna Boy’s smooth vocals and infectious melodies. Their chemistry helped make the song one of Burna Boy’s standout releases of 2023, earning praise from both hip-hop and Afrobeats fans while expanding 21 Savage’s growing catalogue of international collaborations.

The record later received an official remix and continued to gain momentum across streaming platforms, further demonstrating Burna Boy’s global reach and 21 Savage’s versatility as one of rap’s most sought-after featured artists.

Watch the official video for Sittin’ On Top Of The World and read our complete coverage of Burna Boy and 21 Savage’s first collaboration.

Givin Up

Givin Up is one of 21 Savage’s standout collaborations of 2023, appearing on Metro Boomin’s Spider-Man: Across the Spider-Verse soundtrack. Released on June 2, 2023, the record also features 2 Chainz, bringing together three Atlanta hip-hop heavyweights for one of the soundtrack’s most memorable moments.

Produced by Metro Boomin, the song blends cinematic production with hard-hitting trap drums, allowing both 21 Savage and 2 Chainz to showcase their signature lyrical styles. The soundtrack itself became one of the biggest hip-hop compilation projects of the year, featuring appearances from Future, Nas, Lil Wayne, A$AP Rocky, Offset, Coi Leray and many more.

Givin Up further demonstrated 21 Savage’s consistency as one of rap’s most dependable collaborators. His performance added another quality feature to an already impressive 2023 run while contributing to one of the year’s most successful movie soundtracks.

Read our complete coverage of Metro Boomin’s Spider-Man: Across the Spider-Verse soundtrack, where you’ll find the full tracklist, featured artists and album highlights.

Nonviolent Communication

Nonviolent Communication is another standout collaboration from Metro Boomin’s Spider-Man: Across the Spider-Verse soundtrack. Released on June 2, 2023, the song features 21 Savage, A$AP Rocky and James Blake, combining atmospheric production with introspective lyricism to create one of the soundtrack’s most unique records.

Metro Boomin’s cinematic production gives each artist room to shine. James Blake delivers haunting vocals while A$AP Rocky and 21 Savage contribute contrasting rap styles that blend perfectly with the dark, emotional soundscape. The collaboration demonstrates 21 Savage’s ability to adapt beyond traditional trap music without losing his signature delivery.

The song was released as part of the critically acclaimed Spider-Man: Across the Spider-Verse soundtrack, an album that featured contributions from some of hip-hop’s biggest names and further showcased Metro Boomin’s talent as both a producer and curator.

Read our complete coverage of Metro Boomin’s Spider-Man: Across the Spider-Verse soundtrack to explore the full tracklist, featured artists and album highlights.

War Bout It

War Bout It reunited 21 Savage and Lil Durk on one of the standout tracks from Durk’s 2023 album Almost Healed. Released on May 26, 2023, the collaboration pairs two of hip-hop’s most respected street lyricists over hard-hitting production that perfectly complements their storytelling abilities.

Throughout the record, Lil Durk and 21 Savage trade verses about loyalty, survival and the realities of life in the streets. Their chemistry feels natural, as both rappers share similar themes in their music while bringing different flows and perspectives to the track.

Almost Healed became one of the biggest rap albums of 2023, featuring appearances from J. Cole, Future, Morgan Wallen, Kodak Black, Juice WRLD and 21 Savage. War Bout It remains one of the album’s most talked-about collaborations and added another impressive guest appearance to 21 Savage’s growing list of 2023 features.

Read our full coverage of Lil Durk’s Almost Healed album, where you’ll find the complete tracklist, featured artists and album highlights.

06 Gucci

06 Gucci is one of 21 Savage’s notable guest appearances in 2023, joining Gucci Mane and DaBaby on a hard-hitting trap record. Released as part of Gucci Mane’s 2023 music run, the song brings together three Southern rap stars who each contribute their signature style over an energetic instrumental.

For 21 Savage, the collaboration was another opportunity to showcase why he remained one of hip-hop’s most requested featured artists throughout the year. His verse fits naturally alongside Gucci Mane and DaBaby, adding his trademark calm delivery and street-focused lyricism to the record.

The release was accompanied by an official music video, giving fans a visual experience to match the collaboration. 06 Gucci further expanded 21 Savage’s impressive list of 2023 features while continuing his long-standing connection with fellow Atlanta rap veterans.

Watch the official 06 Gucci music video and read our full coverage of the collaboration.

Slime U Out

Slime U Out is another featured appearance by 21 Savage in 2023, this time joining Shy Glizzy on the rapper’s album Flowers. The collaboration further highlighted 21 Savage’s consistency as one of the year’s most active guest artists, adding another quality verse to his growing list of features.

Released alongside the Flowers album, the track blends melodic trap production with aggressive lyricism from both artists. While Shy Glizzy leads the record, 21 Savage delivers a composed performance that complements the song’s street-oriented themes and polished production.

The Flowers project featured several guest appearances, including Chris Brown, EST Gee and 21 Savage, giving fans another reminder of Savage’s ability to elevate collaborations across different styles of hip-hop. Slime U Out became another solid addition to his impressive catalogue of 2023 guest appearances.

The song is available on major streaming platforms, including Spotify, Apple Music and YouTube, as part of Shy Glizzy’s Flowers album.

Gang Sh*t

Gang Sh*t was one of the earliest 21 Savage records to surface in 2023 after Metro Boomin shared the original version of the song on social media. The track features Drake, Project Pat and a previously unheard verse from 21 Savage, giving fans a fresh take on a collaboration connected to Drake’s Certified Lover Boy era.

Although the song wasn’t released as a brand-new commercial single, Metro Boomin’s version quickly generated excitement among fans because it contained new material from 21 Savage that had never been officially heard before. The record further highlighted the chemistry between Drake and 21 Savage following the success of their collaborative album HER LOSS.

For longtime listeners, Gang Sh*t offered an interesting look at how the original record evolved before its final release. It also became one of the most discussed leaks and alternate versions among hip-hop fans during 2023, adding another notable entry to 21 Savage’s growing catalogue.

Read our full coverage of Gang Sh*t to hear the original version and learn more about Metro Boomin’s release.

Related 21 Savage Songs & Features

If you’re following 21 Savage’s career, don’t stop with this year’s compilation. Aswehiphop has been documenting his music releases and guest appearances annually, making it easier for fans to discover every official collaboration throughout his career.

• 21 Savage Songs & Features 2022
• How 21 Savage Became One of Hip-Hop’s Most Featured Rappers
• Drake & 21 Savage – HER LOSS Album
• Drake Songs & Features 2023
• Lil Durk – Almost Healed Album
• Young Thug – Business Is Business Album

Disclaimer

Disclaimer: This compilation is based on officially released songs and verified guest appearances by 21 Savage during 2023. Unofficial leaks, demos, snippets, AI-generated tracks and uncredited vocals are not included unless they later receive an official release.

While Aswehiphop makes every effort to keep this page accurate and up to date, release information may change as new music becomes available. If we’ve missed an official 2023 21 Savage song or feature, feel free to contact us so we can review and update this compilation accordingly.

About Author