Find similar books by
Combine common axes
These books are ranked using the plot structure labels extracted for Contest.
Plot structure labels used: single-location siege, countdown tension, episodic battles, chase sequence, reverse-engineered mystery, midstream twists, final showdown, escape-or-die
Focused on “cliffhanger ending” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
![Cover of 僕のヒーローアカデミア 38 [Boku no Hero Academia 38] by Kohei Horikoshi](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1709343246i/123001496.jpg)
As a sprawling final war erupts across multiple fronts, heroes and former villains rush to stop total collapse.
Why this is here
Plot structure labels: multi-front battle · ensemble convergence · callback-driven reveal · surprise return · cliffhanger ending · escalating stakes · intercut battle scenes · endgame structure · series culmination setup · character return payoff
Semantic match: ranked by plot structure
Distance: 0.1578
A psychic child’s release sparks a citywide power struggle, relentless pursuit, and escalating destruction in Neo-Tokyo.
Why this is here
Plot structure labels: continuous chase · faction conflict · multi-group pursuit · mid-series turn · transition volume · slow buildup · final escalation · cliffhanger ending · status quo shift · interlocking subplots
Semantic match: ranked by plot structure
Distance: 0.1595
A modern multinational naval force is thrown into 1942 Midway, where technology, race, and war collide.
Why this is here
Plot structure labels: opening battle · chaotic first contact · multiple viewpoints · battle-driven escalation · series setup · cliffhanger ending · large ensemble · time-translation event
Semantic match: ranked by plot structure
Distance: 0.1600
Two orphaned siblings with mysterious powers flee pursuers while searching for the truth about where they came from.
Why this is here
Plot structure labels: chase sequence · gradual memory recovery · quest narrative · mystery reveal · road-trip structure · escaping pursuit · cliffhanger ending · fast-paced
Semantic match: ranked by plot structure
Distance: 0.1674
A teen with a secret power joins a dangerous festival in a parallel world, where diplomacy turns into survival.
Why this is here
Plot structure labels: quest structure · competition arc · travel narrative · rising stakes · mystery reveals · twist ending · cliffhanger ending · episodic challenges · countdown
Semantic match: ranked by plot structure
Distance: 0.1726
![Cover of ガチアクタ 6 [Gachiakuta 6] by Kei Urana](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1679691962i/123228936.jpg)
A battle-hardened crew faces a mysterious woman, shifting loyalties, and a new round of fights in a dark fantasy manga.
Why this is here
Plot structure labels: fight escalation · 1v1 battles · parallel combats · backstory reveal · cliffhanger ending · ongoing arc · mid-series confrontation · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1729
After Schism, Wolverine reopens a mutant school and must survive inspections, rival teens, and total chaos.
Why this is here
Plot structure labels: intro arc · origin setup · rebuilding arc · inspection plot · siege scenario · chaotic escalation · cliffhanger ending · episodic stakes · ensemble introduction · future setup
Semantic match: ranked by plot structure
Distance: 0.1739
A San Antonio cop fights through a sudden virus-fueled zombie outbreak while trying to reach his wife and infant son.
Why this is here
Plot structure labels: single-night timeline · real-time pace · episodic action · nonstop action · narrow escapes · race against time · journey structure · rapid escalation · abrupt ending · sequel setup
Semantic match: ranked by plot structure
Distance: 0.1440
A secret Spartan program on Onyx collides with ancient technology and the Human-Covenant War.
Why this is here
Plot structure labels: parallel arcs · intercut viewpoints · training arc · battle-heavy · mystery reveal · cliffhanger ending · fractured timeline · nonlinear structure
Semantic match: ranked by plot structure
Distance: 0.1744
Jake enters a leaderboard-driven dungeon gauntlet where each unusual trial tests his power, craft, and path.
Why this is here
Plot structure labels: arc-focused · episodic trials · multi-dungeon sequence · single-arc stretch · time jump · cliffhanger ending · interludes · side character digressions
Semantic match: ranked by plot structure
Distance: 0.1759
Arisu’s survival game intensifies as new deadly challenges, shifting alliances, and a mysterious faction test every bond.
Why this is here
Plot structure labels: episodic games · arc-based · cliffhanger ending · interlocking backstory · mid-series transition · faction reveal · escalation · revelation-driven
Semantic match: ranked by plot structure
Distance: 0.1770
![Cover of 進撃の巨人 25 [Shingeki no Kyojin 25] by Hajime Isayama](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1520695879i/36043595.jpg)
A time-skipped war arc erupts into a brutal, morally gray clash as old enemies reunite and battle lines collapse.
Why this is here
Plot structure labels: time skip · cross-cutting · battle buildup · mid-volume escalation · cliffhanger ending · reveal-driven · payoff volume · arc turning point · parallel perspectives
Semantic match: ranked by plot structure
Distance: 0.1774
