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Combine common axes
These books are ranked using the premise + setting labels extracted for Alice in Borderland, vol. 8. Books rank higher when they are close on every selected axis.
Premise labels used: survival game, parallel world, deadly puzzles, life-or-death stakes, escape reality, social critique
Setting labels used: parallel world, alternate reality, dystopian game space, claustrophobic setting, borderland society, present and flashback
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + setting embeddings are close.
A deadly heart-game erupts inside a fragile refuge as survival, betrayal, and buried backstories collide.
Why this is here
Premise labels: death game · survival game · heart games · witch hunt · parallel world · mystery game
Setting labels: parallel world · Borderland · resort hotel · beach community · dystopian setting · lawless setting
Semantic match: ranked by premise + setting
Distance: 0.1295
A survivor and his allies face deadly team games in a parallel world, while side stories reveal how others entered Borderland.
Why this is here
Premise labels: parallel world · survival game · deadly games · game-based survival · team game · face cards · puzzle challenge · strategy contest
Setting labels: parallel world · alternate reality · post-transport world · gameworld · survival arena · borderland
Semantic match: ranked by premise + setting
Distance: 0.1308
A serf-turned-adept shuttles between rival worlds, battling assassins, contests, and divided loyalties to survive.
Why this is here
Premise labels: parallel worlds · portal fantasy · dual life · tournament quest · assassination threat · hidden identity · magic vs technology
Setting labels: parallel worlds · futuristic society · magic world · domed city · alternate reality · competitive arena · imaginary places
Semantic match: ranked by premise + setting
Distance: 0.1519
Captain America is stranded in a hostile alternate dimension, where survival means protecting a child and enduring years of war.
Why this is here
Premise labels: alternate dimension · stranded hero · survival quest · protect the child · father figure · hostile world · mad scientist · dystopian world
Setting labels: alternate dimension · alien world · dystopian landscape · post-apocalyptic setting · hostile wasteland · science fiction setting · Earth flashbacks
Semantic match: ranked by premise + setting
Distance: 0.1535
A serf-gamesman escapes assassination by moving between a high-tech world and a magic realm where his double has died.
Why this is here
Premise labels: parallel worlds · dual worlds · science vs magic · alternate self · identity swap · games competition · survival quest · assassination threat · cross-world escape · double life
Setting labels: distant future · alternate reality · domed city · high-tech world · magic realm · planetary setting · parallel universe · science-fantasy world · fictional planets
Semantic match: ranked by premise + setting
Distance: 0.1562
Six linked sci-fi stories in shifting realities slowly reveal a hidden pattern, forcing readers to solve the puzzle.
Why this is here
Premise labels: parallel realities · alternative timelines · future variants · time fracture · memory loss · knowledge of future · last human · apocalyptic isolation · hidden connection · puzzle structure · shared characters
Setting labels: alternate reality · dark future · post-apocalyptic world · surreal reality · multiple worlds · time-bent setting
Semantic match: ranked by premise + setting
Distance: 0.1575
A man trapped between two linked realities must survive terror, revelation, and spiritual war to save both worlds.
Why this is here
Premise labels: parallel realities · dream travel · dual worlds · apocalyptic threat · virus outbreak · spiritual warfare · chosen hero · end-times allegory
Setting labels: modern world · alternate world · two realities · dreamscape · apocalyptic setting · symbolic fantasy world
Semantic match: ranked by premise + setting
Distance: 0.1663
A young Realitant faces a reality-shattering final battle, forcing enemies and friends to unite to save all worlds.
Why this is here
Premise labels: parallel realities · world-saving quest · impossible odds · allies and enemies · sacrifice · escape from captivity · apocalyptic threat · reality collapse
Setting labels: parallel realities · alternate realities · Nonex · fourth dimension · space and time · realities in danger · fictional science · fantastical reality
Semantic match: ranked by premise + setting
Distance: 0.1668
A young Traveler lands in a territory ruled by a ruthless corporation and must survive deadly games to save it.
Why this is here
Premise labels: oppressive game system · life-or-death competition · corporate control · territory in crisis · chosen hero · rebellion
Setting labels: alternate world · dystopian city · controlled society · corporate state · televised games · time travel · space and time
Semantic match: ranked by premise + setting
Distance: 0.1687
![Cover of 전지적 독자 시점 5 [Jeonjijeog Dogja Sijeom 5] by singNsong](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1602711623i/55673157.jpg)
A lone reader gets trapped inside a world-ending webnovel and must survive by using his knowledge of its ending.
Why this is here
Premise labels: world-in-peril · survival · knowledge advantage · meta-fiction · reader-in-story · apocalyptic stakes · game-like world
Setting labels: ruined world · catastrophe · worldline travel · space/fantasy reality · game-like reality
Semantic match: ranked by premise + setting
Distance: 0.1703
A young girl returns to a dark underground world, uncovering buried truths, rising threats, and more questions than answers.
Why this is here
Premise labels: secret world · hidden world · truth quest · survival quest · mystery solving · journey to another side · post-collapse mystery
Setting labels: dark world · underground · other side · mountain setting · dystopian setting · fictional world · post-collapse world
Semantic match: ranked by premise + setting
Distance: 0.1716
In a finale of mirrored worlds and hidden messages, three siblings race to stop mind control from overtaking both worlds.
Why this is here
Premise labels: alternate worlds · doubles · mind control · corrupt government · family rescue · coded messages · truth vs lies · teamwork · save two worlds
Setting labels: alternate world · parallel worlds · fictional world · dystopian world · mirror worlds · good world vs bad world
Semantic match: ranked by premise + setting
Distance: 0.1718
