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These books are ranked using the style labels extracted for Dustborn.
Style labels used: fast paced, vivid worldbuilding, descriptive imagery, atmospheric, lean exposition, action-forward, cinematic, standalone compression
This does not mean the books share the same plot, setting, quality, or difficulty. It means their style embeddings are close.
A marked teen blackjack dealer hires a mercenary crew to cross a frozen, ruined Earth toward a rumored paradise.
Why this is here
Style labels: fast paced · worldbuilding heavy · action driven · vivid imagery · genre blending · descriptive · straightforward · cinematic
Semantic match: ranked by style
Distance: 0.0701
A troubled teen psychic is hunted, recruited into a secret power network, and pushed toward a world-changing conflict.
Why this is here
Style labels: fast-paced · decompressed · dense · clear worldbuilding · flashback use · cinematic · panel-driven action · natural dialogue (mixed) · unbalanced art (mixed)
Semantic match: ranked by style
Distance: 0.1052
A self-aware clone sold into alien experimentation fights to survive, recover his past, and escape a lawless frontier.
Why this is here
Style labels: fast-paced · action-heavy · expository · high detail · technical description · first-person · single perspective · scene-driven · set-piece heavy · dense worldbuilding
Semantic match: ranked by style
Distance: 0.1064
On a lethal ocean world, an undead pursuer and other travelers collide amid an immortality virus, aliens, and escalating revenge.
Why this is here
Style labels: fast-paced · worldbuilding-heavy · ensemble structure · expository detail · visceral action · descriptive · meandering (mixed)
Semantic match: ranked by style
Distance: 0.1080
After a betrayal, a young woman in an AI-run afterlife races to rescue her people and topple a brutal regime.
Why this is here
Style labels: fast paced · slow burn start · cinematic · worldbuilding-heavy · character-driven · action-oriented · clear imagery · twisty
Semantic match: ranked by style
Distance: 0.1120
A desperate colonist hires an alien outlaw to save her dying settlement, sparking danger, heat, and an unexpected bond.
Why this is here
Style labels: fast-paced · cinematic · immersive · worldbuilding-heavy · descriptive · quotable · dual inner monologue · dialogue-light
Semantic match: ranked by style
Distance: 0.1130
In a war-torn near future, soldiers and AI race to save Earth while factions clash over technology’s role in humanity’s survival.
Why this is here
Style labels: fast pacing · action-heavy · episodic storytelling · multiple reveals · exposition upfront · cinematic · battle-focused · graphic violence · clear prose · worldbuilding through background
Semantic match: ranked by style
Distance: 0.1131
A grieving streamer is trapped in a VR horror game where death resets everything except the killer’s obsession.
Why this is here
Style labels: fast-paced · immersive prose · cinematic · high-detail worldbuilding · graphic description · game-like structure · descriptive · twisty · visual · atmospheric · chapter titles
Semantic match: ranked by style
Distance: 0.1138
After aliens force humanity to flee to Antarctica, survivors fight to build a new society and adapt fast enough to endure.
Why this is here
Style labels: fast-paced opening · time-skipping · multiple timelines · worldbuilding-heavy · expository · cinematic · compressed transitions
Semantic match: ranked by style
Distance: 0.1171
A galaxy-spanning fair meant to symbolize peace becomes the target of a brutal attack, forcing Jedi and Republic leaders to fight back.
Why this is here
Style labels: fast-paced · short chapters · cinematic · page-turner · intercut scenes · action-forward · large-scale scope · compressed timeline · heavy continuity · worldbuilding heavy
Semantic match: ranked by style
Distance: 0.1199
A grieving teen thief on a frozen planet must join a deadly sled race and trust a feral wolf to escape alive.
Why this is here
Style labels: vivid worldbuilding · immersive · descriptive · slow start · character-driven · action-heavy
Semantic match: ranked by style
Distance: 0.1202
In the Old Republic era, a Sith assault and a Jedi revenge quest collide with a smuggler’s desperate run.
Why this is here
Style labels: fast-paced · multiple threads · detailed battle scenes · cinematic · descriptive · action-forward · linear · comprehensive worldbuilding
Semantic match: ranked by style
Distance: 0.1206
