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These books are ranked using the relationships labels extracted for The Maze Runner Trilogy.
Relationships labels used: friend group, team loyalty, romantic tension, love triangle, rivalry, betrayal, trust issues, friendship under pressure, group dependency, romantic conflict
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A teen with emerging powers stays at a secretive school over summer and uncovers deeper truths, betrayals, and danger.
Why this is here
Relationships labels: friend group · team loyalty · betrayal · love triangle · romantic rivalry · friendship bonds · found family · trust issues · leadership dynamics · group dependency
Semantic match: ranked by relationships
Distance: 0.0395
Captured by a brutal new community, Jess and her friends must survive, keep secrets, and find a way to escape.
Why this is here
Relationships labels: love triangle · friend group · team loyalty · romantic tension · friendship · betrayal · protective bonds · couples conflict · community alliance
Semantic match: ranked by relationships
Distance: 0.0475
A teen pack with strange powers faces a rival group, secret agents, and a choice about keeping their abilities.
Why this is here
Relationships labels: friend group · love triangle · rivalry · romantic tension · pack loyalty · betrayal · friendship bond · family tension · mentor/parental tension · team dynamics · trust issues
Semantic match: ranked by relationships
Distance: 0.0511
Stranded teens launch a reckless sabotage mission behind enemy lines, risking everything to hit back and survive.
Why this is here
Relationships labels: group loyalty · friendship under pressure · romantic tension · betrayal · team conflict · protective bond · sibling-like friendship · broken trust · group dependence · reluctant romance
Semantic match: ranked by relationships
Distance: 0.0573
A rebel teen leads a dangerous icy mission to find allies, while hidden enemies and shifting loyalties threaten the team.
Why this is here
Relationships labels: love triangle · romantic rivalry · friend group · team dynamics · found family · loyalty conflict · betrayal · trust issues · love interest conflict · community bonds
Semantic match: ranked by relationships
Distance: 0.0603
In a future where turning pretty is mandatory at 16, one girl’s choices expose the cost of beauty control.
Why this is here
Relationships labels: friendship · best friends · love triangle · romantic tension · betrayal · rivalry · dependency · community bonds · friendship conflict
Semantic match: ranked by relationships
Distance: 0.0613
A fugitive lightning-bearer hunts allies to fight a tyrant king while betrayal, power, and guilt reshape her.
Why this is here
Relationships labels: betrayal · love triangle · romantic tension · friendship · loyalty · rivalry · power imbalance · trust issues · friend zone
Semantic match: ranked by relationships
Distance: 0.0615
Sixteen teen superheroes are trapped in Murderworld and forced into a brutal survival game where alliances can’t last.
Why this is here
Relationships labels: alliances · betrayal · friendship · rivalry · romantic tension · team conflict · factions · trust issues · protective friendship · forced cooperation
Semantic match: ranked by relationships
Distance: 0.0647
Teenagers in occupied Australia keep fighting, grieving, and planning rescue missions while war forces them to grow up fast.
Why this is here
Relationships labels: friend group · team loyalty · romantic tension · group conflict · adult-child tension · leader conflict · protective friendship · trust under pressure
Semantic match: ranked by relationships
Distance: 0.0670
A brainwashed teen enforcer must choose between loyalty to the system and the remnants of her former self.
Why this is here
Relationships labels: love triangle · friendship conflict · betrayal · romantic conflict · former friends · exes · authority-subordinate · peer rivalry · loyalty conflict
Semantic match: ranked by relationships
Distance: 0.0673
After a sudden disaster, eight people are sealed inside a school and must survive as fear, hunger, and doubt take over.
Why this is here
Relationships labels: group conflict · bonding · loyalty · friendship · romantic tension · betrayal · dependency · miscommunication · power struggle
Semantic match: ranked by relationships
Distance: 0.0688
![Cover of ダンダダン 11 [Dan Da Dan 11] by Yukinobu Tatsu](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1709803804i/180062112.jpg)
After a brutal alien attack, Momo and her wounded friends form a shaky truce and train for the next invasion.
Why this is here
Relationships labels: found family · friend group · love triangle · romantic tension · rivalry · temporary alliance · loyalty under strain · protective friendship · team bonding · jealousy
Semantic match: ranked by relationships
Distance: 0.0695
