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These books are ranked using the characterization labels extracted for Super Powereds: Year 2.
Characterization labels used: ensemble cast, young adults, college students, aspiring heroes, gifted students, team leaders, tactician, mentor figures, secretive characters, developing powers, flawed protagonists
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
Five new college students hide a dangerous secret while training to become certified superheroes.
Why this is here
Characterization labels: ensemble cast · teenage protagonists · college freshmen · misfit team · powerful but inexperienced · secretive characters · moral protagonist · smart aleck · introvert · rich girl · jock · outsider · archetypal characters
Semantic match: ranked by characterization
Distance: 0.1114
Senior year at a superhero academy brings brutal tests, buried secrets, and a final race to earn one of ten hero slots.
Why this is here
Characterization labels: ensemble cast · coming-of-age · character growth · powered students · hero aspirants · mentor figures · cunning strategist · loyal hero · telepath
Semantic match: ranked by characterization
Distance: 0.1313
A group of friends is hurled into the past and must master time travel to get home before danger catches them.
Why this is here
Characterization labels: ensemble cast · young adults · flawed protagonist · relatable protagonist · likable characters · immature behavior · cocky character · feisty character · scientist mentor · eccentric mentor · serial killer
Semantic match: ranked by characterization
Distance: 0.1380
Mutant school chaos, psychic invasion, and a cosmic power struggle collide as Cassandra Nova tightens her grip.
Why this is here
Characterization labels: ensemble cast · new characters · student characters · mentor figure · vulnerable protagonist · female-led action · grotesque characterization · unstoppable villain · team leadership · character development
Semantic match: ranked by characterization
Distance: 0.1513
A Star Trek reboot novelization with an alternate timeline, a revenge-driven threat, and added character depth.
Why this is here
Characterization labels: ensemble cast · young hero · stoic outsider · genius protagonist · hotheaded protagonist · complicated characters · character backstory · character development
Semantic match: ranked by characterization
Distance: 0.1516
As new survivors crash on Earth, the Hundred face a camp takeover, shifting loyalties, and fights for love and freedom.
Why this is here
Characterization labels: ensemble cast · young protagonists · medic heroine · protector · leader · authority figure antagonist · conflicted antihero · flawed adults
Semantic match: ranked by characterization
Distance: 0.1562
Dragons return to Earth as one boy races to stop a dark force that could cost a beloved life.
Why this is here
Characterization labels: ensemble cast · young adult characters · brave protagonists · morally opposed forces · character growth · emotionally strained protagonist
Semantic match: ranked by characterization
Distance: 0.1569
![Cover of 暗殺教室 17 [Ansatsu Kyōshitsu 17] by Yusei Matsui](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1450807764i/26169927.jpg)
A divided class settles its biggest moral split through a paintball showdown, then races into space for the next mission.
Why this is here
Characterization labels: student ensemble · gifted students · assassin trainees · teacher figure · rival students · leadership duel · strategist characters
Semantic match: ranked by characterization
Distance: 0.1596
![Cover of 僕のヒーローアカデミア 36 [Boku no Hero Academia 36] by Kohei Horikoshi](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1664561681i/60903423.jpg)
A war-torn superhero manga volume colliding family rivalries, massive battles, and a devastating cliffhanger.
Why this is here
Characterization labels: ensemble cast · young heroes · rival characters · villain mastermind · powerful mentor figures · emotionally driven · determined · traumatized
Semantic match: ranked by characterization
Distance: 0.1610
A rebel band battles a censoring super-library as scattered allies race through dangerous, interconnected missions.
Why this is here
Characterization labels: ensemble cast · teen protagonists · scholars · smugglers · thieves · rebels · leaders · strategists · martyr figures · imprisoned characters · cunning protagonist · brave heroine · protective mentor · redeemed character · diverse cast · flawed characters · matured characters
Semantic match: ranked by characterization
Distance: 0.1625
![Cover of 暗殺教室 18 [Ansatsu Kyōshitsu 18] by Yusei Matsui](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1456518069i/28228164.jpg)
A class of student assassins takes a risky space mission, then faces Valentine’s Day, exams, and life after graduation.
Why this is here
Characterization labels: gifted students · trickster students · stealth skills · likeable teacher · devoted mentor · ensemble cast · character arcs · career uncertainty · maturing teens · villain reveal
Semantic match: ranked by characterization
Distance: 0.1640
![Cover of ダンダダン 12 [Dan Da Dan 12] by Yukinobu Tatsu](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1701118835i/202632899.jpg)
An alien invasion erupts as the team trains, reunites, and fights to survive while one member’s origins come into focus.
Why this is here
Characterization labels: ensemble cast · determined hero · strong heroine · power growth · team synergy · mysterious newcomer · protective ally · emotionally vulnerable character
Semantic match: ranked by characterization
Distance: 0.1657
