In the Switch version of Nickelodeon All-Star Brawl 2, there exists a glitch where Rocko's winning animation will show a giant black texture in an unfortunate spot, resembling a vertical censor bar. This has a coincidental resemblance to a running gag from Rocko's Modern Life, where a horizontal censor bar will cover up Rocko's bottom half whenever he is shirtless, despite him usually being able to go pantsless without issue, being a cartoon animal. This has yet to be patched.

Nickelodeon All-Star Brawl 2 has been noted as having almost zero similarities to the game it is a sequel to from a gameplay perspective. Gameplay and moveset designer and community manager Thaddeus Crews would address this disparity in a short Twitter thread shortly after the sequel's launch by reassuring fans who prefer the first NASB that the sequel was not intended as a replacement for the first game:

In Garfield's alternate costume texture, there is a portion devoted to Garfello, Garfield's Ninja Turtle alter ego from the Garfield Meets the Teenage Mutant Ninja Turtles short comic published in the 1992 Teenage Mutant Ninja Turtles Magazine.

There is an unused model of the Statue of David by Michelangelo in Squidward's prop set. This was likely intended for his air down strong, where he slams down with a block of marble, referencing the SpongeBob episode "Artist Unknown", where SpongeBob makes the same statue by accident. The model has a clam on its groin as censorship, just like in the original episode, but does not have the nose Squidward places on it.

One of Garfield's voice lines in Nickelodeon All-Star Brawl 2 is "I'm sorry, Jon", a reference to an internet meme known as "Gorefield", where Garfield becomes an eldritch monster, and usually utters some variation of the line after or during his rampage.

The Angry Beavers' jab attack - where the selected beaver slaps their opponent - is called "Slap City", a reference to Slap City, another platform fighter developed by Ludosity, the studio behind the first All-Star Brawl which also provided support on All-Star Brawl 2.

In the weeks prior to Nickelodeon All-Star Brawl 2's release, a near-complete prototype build of the game leaked online. The Twitter account for the game's main developer, Fair Play Labs, accidentally retweeted a GIF of SpongeBob dancing from an unrevealed sound test mode and promptly deleted it. Community manager Thaddeus Crews expressed that, while he didn't have a particular moral problem with fans playing the leaked build, he advised against competitive players using it for practice due to how outdated it is.

Squidward's forward tilt in Nickelodeon All-Star Brawl 2 is based on a meme that went viral around the first game's pre-launch, showing a screenshot of Squidward kicking with poorly aligned fighting game hitboxes and the caption "AH HELL NAW SKODWERD GOT THE JANKY ASS HITBOX". Despite this origin, the move's hitbox "isn't very janky".

Despite many of the more unusual character picks in the first Nickelodeon All-Star Brawl being noted as characters the development team had to push Nickelodeon into allowing them to use, Grandma Gertie in Nickelodeon All-Star Brawl 2 was actually pitched by Nickelodeon corporate, something community manager Thaddeus Crews has stated to be akin to "selling blood to a vampire".

In the launch version of Nickelodeon All-Star Brawl 2, GIR's voice lines were not artificially pitched up as they were in the Invader Zim series, making it sound as if they had got a very poor replacement actor to those not familiar with how GIR's voice was originally made. GIR's voice actor Rosearik Rikki Simons pointed this out on Twitter, and it would be resolved in a latter update. However, the updated GIR voice lines still don't have the digitizer voice filter he had in the original series.

Nickelodeon All-Star Brawl 2, like the first game, contains unused calls from the announcer. Interestingly, a good chunk of these voice calls are for characters who could be clones or otherwise have a similar body shape to playable fighters, such as DoodleBob, Dark Danny Phantom, Nermal, Abrasive SpongeBob, Squilliam Fancyson, and La Tigresa. Perhaps most interestingly, Lucy Loud's ghost ancestor, Lucille Loud, is the only The Loud House character with an unused announcer line, despite the show's protagonist Lincoln having been cut from the first NASB and the show being based on a large ensemble cast of sisters. Michelangelo and Leonardo are the only cut veterans from the first game with unused announcer voice clips. None of them are from new shows, with a technical exception in the form of the name "Tak", which most likely refers to the Invader Zim character, as she would fit a clone role being an Irken invader like Zim, but could also potentially be for the titular character from the Tak series, though this is unlikely given that the game series had effectively been abandoned by Nickelodeon following the cancellation of its animated series in 2009.

Strangely, before the unused voice lines were dumped and publically uploaded to the internet, an almost entirely accurate list circulated online with Goku from Dragon Ball listed as an announcer call, likely a meme-based in-joke regardless of if it is real or fake, a name which was not included when the voice calls got datamined proper.

In launch versions of Nickelodeon All-Star Brawl, Garfield's stage Sweet Dreams was discovered before his official announcement in an unfinished form which takes place at day time, unlike the final version which takes place at night. Additionally, a thumbnail was discovered for an extremely early version of the stage that takes place at sunset and has an opaque lasagna tray. When Sweet Dreams returned to Nickelodeon All-Star Brawl 2, under the name Food Dream, the daytime setting for the stage would be restored.

Nickelodeon All-Star Brawl 2 was the first Nickelodeon product where Korra from The Legend of Korra isn't voiced as an adult by Janet Varney, instead being voiced by Jacqueline Grace Lopez, while Nickelodeon Kart Racers 3: Slime Speedway was the last time Varney portrayed the character. The reason for this is that in 2022, a year before All-Star Brawl 2 was released and the same year as Kart Racers 3, Varney announced that she was stepping down from the role because she wanted Korra to be voiced by a person of color, much as Korra herself is, following the announcement of a new Avatar: The Last Airbender movie starring Korra to be released in 2025.

Patrick's Super move was originally going to feature a unique squashed model for each character - these were ultimately scrapped for unknown reasons, with Patrick simply slamming down his rock on the opponent without any transformations or unique animations attached.

Prior to Nickelodeon All-Star Brawl 2's announcement, a convincing image "leaked" showing El Tigre in the game, which would be shared by a variety of sources including Jorge R. Gutierrez, the creator of El Tigre: The Adventures of Manny Rivera. It would later be confirmed by a moderator on the official NASB Discord (who has no involvement in the game's development) that the image was actually an art test from another Discord server and not intended to be spread as a leak. Despite this, El Tigre would still appear as playable character in Nickelodeon All-Star Brawl 2, a rather lucky coincidence given the cartoon's obscurity.

Squidward was not intended to have access to double-jump cancelling (a technique from Super Smash Bros. and Super Smash Bros. Melee where floaty characters such as Peach and Ness can attack at the start of a jump to propel themselves downwards, allowing for moves to end quicker) during the design phase. However, the tech was added by accident after a programmer assumed he was supposed to have it. The development team liked it, and chose to keep the ability as a result.

In Nickelodeon All-Star Brawl 2, Azula is voiced by Suzie Young instead of her original voice actress, Grey DeLisle - despite this, DeLisle returned to voice Frida Suárez in the same game.

During the prerelease of Nickelodeon All-Star Brawl 2, a set of placeholder pages were found on the game's website relating to different characters. Most notable of these pages was one for Helga, a character who was in the first Nickelodeon All-Star Brawl and hadn't been seen in All-Star Brawl 2 marketing materials or leaks at that point - this led a lot of fans to believe that Helga would be returning. Ultimately, she would only be a background cameo on the Aquarium stage.

Reptar's ice-skating attack resembles Bowser's dash animation from Super Smash Bros. Melee and Super Smash Bros. Brawl.

While most other characters in Nickelodeon All-Star Brawl 2 recieved revamped movesets, Jenny's moveset is nigh identical to her moveset from the first NASB aside from inputs that didn't exist in the NASB 1 moveset template. This is due to moveset and gameplay designer Thaddeus Crews considering Jenny's moveset to be one of his favorite kits from the first game.