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These books are ranked using the characterization labels extracted for Der Preis der Gier.
Characterization labels used: female protagonist, strong heroine, rebellious protagonist, resourceful protagonist, gamer, gambler, best gamer, supportive ally, cunning father, loyal friend, morally gray characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A grieving princess turns rebel, racing to topple her father’s regime while hiding a secret that changes everything.
Why this is here
Characterization labels: strong heroine · pregnant protagonist · grieving protagonist · matured protagonist · rebellious daughter · undercover rebel · protective husband · romantic rival · authoritarian father · sheltered heroine · morally gray character
Semantic match: ranked by characterization
Distance: 0.1272
A veteran gamer is trapped in a broken VR fantasy game as a joke character and must win to escape.
Why this is here
Characterization labels: female protagonist · veteran gamer · reluctant leader · sarcastic heroine · underdog protagonist · support class · joke character · stoic love interest · ragtag party · novice players · quirky side characters · strong main character · resourceful heroine · headstrong heroine · intelligent heroine · cautious leader · misfit crew
Semantic match: ranked by characterization
Distance: 0.1320
Two enemies from warring worlds are forced together by gifts, fate, and survival in a galaxy shaped by the Current.
Why this is here
Characterization labels: strong heroine · strong female lead · brutal ruler · captured protagonist · loyal family member · resilient heroine · gentle hero · vulnerable protagonist · power-hungry antagonist · morally gray characters
Semantic match: ranked by characterization
Distance: 0.1433
A bullied teen follows a mysterious bow’s quest into a mage city, where a revenge path and a looming crisis collide.
Why this is here
Characterization labels: female protagonist · supporting character protagonist · bullied teen · isolated · angry · resourceful · developing confidence · self-discovery · badass heroine · strategic fighter · leader · apprentice figure · moral gray protagonist
Semantic match: ranked by characterization
Distance: 0.1471
A girl in post-apocalyptic Japan takes her dead twin brother’s place to lead a rebellion and seek revenge.
Why this is here
Characterization labels: strong heroine · female warrior · chosen heir · ruthless ruler · complex villain · multi-faceted characters · coming of age · naive protagonist · determined protagonist · morally gray characters · gender nonconforming character · supporting cast · character development
Semantic match: ranked by characterization
Distance: 0.1472
A desperate teen rents her body to survive, then wakes up trapped inside a wealthy renter’s dangerous life.
Why this is here
Characterization labels: strong heroine · resourceful protagonist · brave protagonist · caring sibling · protective older sister · sick younger brother · mysterious antagonist · wealthy elites · morally gray characters
Semantic match: ranked by characterization
Distance: 0.1485
A teen gets trapped in a virtual reality fantasy game where every mistake can mean death for real.
Why this is here
Characterization labels: teen girl protagonist · strong female lead · sarcastic narrator · reluctant gamer · persistent heroine · believable teen · clever protagonist · frustrated protagonist
Semantic match: ranked by characterization
Distance: 0.1489
A ranked dystopian teen is forced into a powerful dead girl's life and must survive court intrigue and rebellion.
Why this is here
Characterization labels: young female protagonist · naive protagonist · smart heroine · spunky heroine · resourceful heroine · morally conflicted · reactionary protagonist · loyal boyfriend · secretive love interest · powerful ruling family · villainous patriarch · supporting cast depth · gray characters · multi-layered characters
Semantic match: ranked by characterization
Distance: 0.1502
A betrayed heir wages war across a mythic galaxy, guided by a sentient warship, as family secrets and gods collide.
Why this is here
Characterization labels: morally gray protagonist · angry heroine · vengeful heroine · ruthless protagonist · strategist · trickster god · sentient AI · bodyguard · golden child · shy side character · complex side characters · codependent rivals · cunning protagonist
Semantic match: ranked by characterization
Distance: 0.1508
In 17th-century Venice, a sharp-tongued wife is drawn into a secret gamehouse where real people become pieces in a city-sized contest.
Why this is here
Characterization labels: intelligent heroine · strategic player · quiet protagonist · abused wife · young woman · drunken gambler · manipulative characters · politically adept · underestimated woman
Semantic match: ranked by characterization
Distance: 0.1526
In a surveillance-driven near future, a determined teen uses a powerful heir to try to rescue her vanished father.
Why this is here
Characterization labels: strong heroine · antiheroine · manipulative protagonist · determined protagonist · flawed heroine · smart heroine · witty heroine · cold-blooded heroine · naive love interest · heir character · hacker side character · protective mother · distant brother · absent father
Semantic match: ranked by characterization
Distance: 0.1528
A furious teen enters a deadly mecha war system to avenge her sister and crack the rules that sacrifice girls.
Why this is here
Characterization labels: ruthless heroine · morally grey protagonists · angry protagonist · teen protagonist · female rage · unhinged heroine · complex trio · disabled protagonist
Semantic match: ranked by characterization
Distance: 0.1556
