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These books are ranked using the characterization labels extracted for Evil Genius.
Characterization labels used: child genius, teen prodigy, loner, outsider, hacker, manipulative, morally ambiguous, cold protagonist, sarcastic, socially isolated, criminal mentor, psychologist mentor, evil mastermind, disguise teacher, disability representation
Focused on “problem solver” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A teenage hacker with a new family must stop the criminal mastermind who raised him before targeted attacks destroy everything he loves.
Why this is here
Characterization labels: child genius · boy genius · hacker · prodigy · criminal mastermind · abusive mentor · adopted teen · paranoid protagonist · protective protagonist · morally conflicted · proactive hero · obsessive fixer · disabled character
Semantic match: ranked by characterization
Distance: 0.0942
A sheltered teen genius in foster care joins a secret hacker squad, but the offer may be another trap.
Why this is here
Characterization labels: teen genius · reformed villain · morally conflicted · socially awkward · suspicious · paranoid · vulnerable protagonist · bullied foster child · disabled genius · protective detective · empathetic social worker · corrupt adults · gifted kids · antagonistic guardian
Semantic match: ranked by characterization
Distance: 0.1281
A gifted boy enters a retooled Battle School and gets pulled into secrets, sabotage, and leadership trials in space.
Why this is here
Characterization labels: genius child · arrogant protagonist · loner · gifted student · immigrant child · overprotective mother · manipulative adult · mentor figure · team leader · gifted but flawed · unlikable protagonist · reluctant leader
Semantic match: ranked by characterization
Distance: 0.1312
A science-minded Harry Potter retools magic with logic and rationality in a sprawling alternate-universe first year.
Why this is here
Characterization labels: child prodigy · hyperintelligent child · rationalist protagonist · manipulative protagonist · arrogant protagonist · know-it-all · science nerd · social manipulator · cynical mentor · smart rival · out of character cast · villain intelligence uplift · character growth · morally ambiguous
Semantic match: ranked by characterization
Distance: 0.1381
A homeless 12-year-old genius is recruited to help solve the world’s problems, while a shadowy rival closes in.
Why this is here
Characterization labels: child prodigy · female protagonist · orphan · homeless · genius kid · resourceful · empathetic · curious · brave · selfless · humble · problem solver · inventor · scientific thinker · team leader · kid geniuses · adult allies · villainous adults · mysterious benefactor · strong female lead
Semantic match: ranked by characterization
Distance: 0.1720
A genius street child is recruited into Battle School, where his hidden role reshapes a familiar war story.
Why this is here
Characterization labels: genius child · child prodigy · orphan · street kid · small stature · survivor · strategist · analytical mind · calculating · ambitious · relatable outsider · foil · rival · loner · strong-willed · cold intelligence · gifted child · child commander
Semantic match: ranked by characterization
Distance: 0.1462
A bullied child genius enters a school for gifted kids and uncovers a terrifying experiment hiding behind its walls.
Why this is here
Characterization labels: gifted child · child genius · bullied child · outcast · sensitive child · single mother · struggling parent · evil scientist · manipulative adult · authority figure abuse · peer friendship · twin characters · child protagonist · young teen protagonist · relatable children
Semantic match: ranked by characterization
Distance: 0.1494
A reclusive hacker is pulled into a missing-person case involving shared dreams, AI, and a dangerous criminal network.
Why this is here
Characterization labels: hacker protagonist · loner · reclusive · resourceful · brilliant · traumatized past · paranoid · awkward with people · young woman · teen prodigy · flawed protagonist · competent lead · antagonists as caricatures · cartoonish villains
Semantic match: ranked by characterization
Distance: 0.1497
A teen genius in Savannah finds a space-time glitch that turns his awkward coming-of-age into a quantum adventure.
Why this is here
Characterization labels: teenage genius · boy genius · quirky teen · angsty teen · isolated protagonist · outcast · adopted child · Black teen · single-parent child · scientifically minded
Semantic match: ranked by characterization
Distance: 0.1530
A gifted but abrasive teen uses his homemade drone to spy on others, then uncovers secrets that turn dangerous.
Why this is here
Characterization labels: gifted teen · arrogant protagonist · unsympathetic lead · socially awkward · technically gifted · moral ambiguity · character development · outsider
Semantic match: ranked by characterization
Distance: 0.1557
A teen science nerd and his prankster brother fake an alien invasion, and their small-town lie spirals wildly out of control.
Why this is here
Characterization labels: introverted protagonist · science nerd · awkward teen · gay teen · boy genius · prankster brother · supportive parents · neurodivergent-coded protagonist · anxious protagonist · self-focused protagonist · character growth · dry wit
Semantic match: ranked by characterization
Distance: 0.1568
A brain-damaged man receives experimental treatment that makes him exponentially smarter—and increasingly unlike human.
Why this is here
Characterization labels: superintelligent protagonist · cold protagonist · unlikeable protagonist · arrogant genius · socially unaware · paranoid · self-absorbed · humanity loss · enhanced mind · government scientists · opposing superintelligence
Semantic match: ranked by characterization
Distance: 0.1603
