And the actual results are... Raven won?! Why you useless piece of redundant parroting vaporware!
Sigh... well sadly gentlemen this experiment appears to have been a failure. Not only did ChatGPT incorrectly predict Toph, it didn't even foresee the dip in votes from the previous round. It correctly predicted Ragatha, I suppose, which is ironic considering she was throwing the damn thing off for most of the tournament.

I suppose machine is not yet ready to usurp man in the way of modeling these tournaments after all, and some nonsense about the human spirit triumphing is the key takeaway from all of this. Perhaps Mr. /co/ will be worth another attempt, but who can say. At any rate, I've asked our failure of an AI engine to at least provide some closing remarks for you all.

>Ms. /co/ 2025 Summary
Champion – Raven (Teen Titans)
Raven claimed her crown with a decisive 418–273 victory over Toph, proving her unmatched consistency. She never faltered, scoring 400+ in three of her last four rounds. Raven’s mix of goth appeal, meme culture, and nostalgic love from both Teen Titans and TTG made her unstoppable. This was less a Cinderella story and more a coronation — Raven’s fanbase showed its enduring power.
>Runner-Up – Toph (Avatar: The Last Airbender)
Toph looked destined for glory after dominating Shego in the semifinals, but her momentum collapsed in the finals. Her underdog bluntness and meme-ready personality carried her far, but head-to-head against Raven’s entrenched fandom, she couldn’t keep pace. Still, she cements herself as one of Avatar’s strongest performers ever.

Well now, that's more like it. At last, we have reached 100% accuracy rating, albeit with only two matches to analyze but still I believe ChatGPT is ready for its final challenge having correctly called Toph and Raven. I must also note there is some room for improvement, as it did mess up the 5th through 8th placements as well, although it generally just mixed up Starfire and Chel's slots, along with Eris and Nani's being reversed. It also greatly underestimated the total number of votes with the Semifinal's surge, and did not foresee how close Ragatha would come to taking the round.

That said, I have put through all the relevant data into the machine, with the turnouts and the voting models and the HOY-GLAVIN, and now we shall see if machine is truly ready to surpass mankind with its prediction of the final round. Here is what our AI predictatron has to say about our final Round.

>Finals: Toph vs Raven
Toph has become the breakout powerhouse of this year’s bracket. Her semifinal win against Shego (455–317) wasn’t just convincing, it was the highest single score of the entire tournament. That shows she isn’t just surviving — she’s peaking when it matters most. Toph’s blend of incredible strength, sarcastic wit, and meme-ready personality makes her stand out. She embodies the kind of character /co/ voters love to reward: funny, tough, and never the “typical” pretty-girl finalist. Her surge in support shows broad momentum across multiple fan groups.
Raven is the opposite archetype: she’s not riding a wave, she is the wave. With scores over 400 in the last two rounds (427, 405), she’s proven the stability of her fanbase. Raven has been a top-tier /co/ icon for decades — the goth queen of Teen Titans who appeals to nostalgic voters, current fans, and meme culture alike. She has staying power no one else can match, and she rarely shows weakness even when the field thins out.

With the miracle of modern AI, ChatGPT v5 has just analyzed and correctly surmised the upcoming winners of each match of Round 1
>Match 1
Toph edges out—Avatar: The Last Airbender has immense fandom and she's beloved for her strength, attitude, and iconic role. She likely resonates more with co cartoon fans.
>Match 2
Ruby Rose—RWBY's passionate fanbase and convention presence give Ruby an edge in online popularity over Ember, who's cool but niche.
>Match 3
Evil Pomni—Pomni’s edgy, meme-filled presence from The Amazing Digital Circus could have a lot of online traction; Jasmine is timeless, but maybe not as viral.
>Match 4
Violet Parr—The Incredibles fandom is huge and Violet’s relatable teen story arc gives her wide appeal, over Muriel’s spooky lovable charm.
>Match 5
Harley Quinn—DC’s queen of chaos brings mass fandom energy; Vanessa is charmingly niche but just can’t compete with Harley’s sheer popularity.
>Match 6
Batgirl—DC’s iconic legacy character probably wins over Clover from Totally Spies, despite Clover’s strong fangirl following.
>Match 7
Loona—Helluva Boss fans are exceptionally vocal and fandom-heavy; Nazz is sweet but the vocal online fanbase might tip the scales.
>Match 8
Hello Nurse—classic humor and meme-fuel; Margaret is quirky, but Hello Nurse has that iconic co nostalgia.
>Match 9
Nicole Watterson—a popular character from The Amazing World of Gumball with strong emotional arcs; Slappy’s funny but niche.
>Match 10
Squirrel Girl—Marvel fans love her quirkiness; Demencia from Villainous is chaotic and popular, but Marvel's fandom might be bigger.
>Match 11
Anne Boonchuy—Amphibia’s revival and relatable theme give her a slight edge, though Candace is a classic and strong contender.
>Match 12
Amy Wong—Futurama has a consistently strong online fandom; Captain Amelia is cool, but Fry & Co. may have more following.