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These books are ranked using the setting labels extracted for Avengers: Time Runs Out, Vol. 1.
Setting labels used: Marvel Universe, alternate Earths, multiverse, futuristic near-future, superhero world, post-incursion world, Earth under threat, S.H.I.E.L.D. oversight, cosmic-scale setting
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
When two Marvel universes collide and die, survivors wake on Battleworld, ruled by god-like Doctor Doom.
Why this is here
Setting labels: multiverse · alternate Earths · Battleworld · post-apocalyptic world · patchwork planet · cosmic setting · dystopian world · fantasy realm · Marvel Universe
Semantic match: ranked by setting
Distance: 0.0938
A villainous Reed Richards reshapes a new Marvel reality, forcing hidden heroes and rulers into a battle over its future.
Why this is here
Setting labels: Marvel Universe · alternate Earth · multiverse · future-tinged setting · superhero world · secretly ruled society · fiefdom-like regions · faction-divided world · science-fantasy
Semantic match: ranked by setting
Distance: 0.0976
A secret council of Marvel’s top heroes intervenes behind the scenes to avert cosmic crises, with consequences that reshape events.
Why this is here
Setting labels: Marvel Universe · Earth · cosmic threats · post-war aftermath · superhero continuity · space opera · multievent continuity
Semantic match: ranked by setting
Distance: 0.1073
Forty years after devouring their universe, the Marvel Zombies return to Earth seeking more food and face survivors and change.
Why this is here
Setting labels: Marvel universe · Earth · cosmic setting · post-apocalyptic future · time jump future · alternate dimension · survivor colony · New Wakanda
Semantic match: ranked by setting
Distance: 0.1074
In an alternate Marvel world, married Spider-Man fights to protect MJ and their superpowered daughter from a rising tyrant.
Why this is here
Setting labels: alternate Earth · Battleworld · Secret Wars domain · dystopian future · superhero-less world · authoritarian rule · urban setting · Marvel Universe variant · parallel universe
Semantic match: ranked by setting
Distance: 0.1107
The Fantastic Four reunite after years apart to face a multiversal threat and rebuild their family and home.
Why this is here
Setting labels: Marvel Universe · Earth · New York · alternate universes · multiverse · cosmic setting · future foundation
Semantic match: ranked by setting
Distance: 0.1122
Gwen Poole races to prove herself in the Marvel Universe while confronting her own series’ ending.
Why this is here
Setting labels: Marvel Universe · comic-book world · fictional reality · superhero setting · multiverse · alternate reality
Semantic match: ranked by setting
Distance: 0.1163
When the Infinity Stones return, a cosmic war and reality-bending hero mashups erupt across the Marvel Universe.
Why this is here
Setting labels: Marvel Universe · Earth · cosmic setting · multiverse · parallel worlds · Soul Gem · alternate reality · warp world · fictional universe
Semantic match: ranked by setting
Distance: 0.1177
A Justice League tie-in uncovers the Crime Syndicate’s origins while Cyborg fights to rebuild and strike back.
Why this is here
Setting labels: alternate Earth · parallel universe · superhero universe · post-invasion · occupied world · new continuity · cosmic conflict
Semantic match: ranked by setting
Distance: 0.1189
An alternate-future Marvel epic where a blind Watcher and Machine Man unravel a world transformed by mutation and cosmic plans.
Why this is here
Setting labels: alternate Earth · dystopian future · Marvel Universe · Moon-based observers · cosmic reality · post-mutation world · alternate timeline · near future · world-spanning
Semantic match: ranked by setting
Distance: 0.1195
The Avengers face a cosmic game played with Earth itself, as rival villain teams and a mystery ally reshape the team.
Why this is here
Setting labels: Earth · cosmic battlefield · alternate dimension · global crisis · outer-space scale · Marvel Universe
Semantic match: ranked by setting
Distance: 0.1239
A comics-savvy fangirl navigates a Marvel world of team-ups, villains, and meta mayhem while running a criminal crew.
Why this is here
Setting labels: Marvel Universe · comic-book world · alternate reality · superhero setting
Semantic match: ranked by setting
Distance: 0.1263
