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Improvising Aerialist

Card details, tags, similarity scores, and printings.

Improvising Aerialist

Creature — Human Survivor

Survival — At the beginning of your second main phase, if Improvising Aerialist is tapped, Improvising Aerialist and the top creature card in your library without flying perpetually gain flying.

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Commander: Not legalModern: Not legal

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Tags and classifications

Card attributes are distinct from inferred themes. AI themes and predicted tags are suggestions, not rules text; check the card before relying on a surprising classification.

Ability tags

Triggered

Mana costs

× 1

Creature kinds

HumanSurvivor

Color identity

W

Keyword tags

Survival

Mana value

Mana value 2

Timing tags

Timing Sorcery

Type tags

Creature

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Shared traits: Timing Sorcery

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Shared traits: Timing Sorcery

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Score 0.589unitless formula ranking

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Shared traits: No shared tags · Same color identity

Score details
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Color identity
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Mana cost
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No shared tags contributed to this comparison.

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Score 0.589unitless formula ranking

Artifact · Mana cost: · Color identity: Colorless

Shared traits: Timing Sorcery, Triggered

Score details
Text (embedding)
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Tags and themes
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Color identity
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Mana cost
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Score 0.589unitless formula ranking

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Shared traits: Timing Sorcery, Triggered

Score details
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Score 0.589unitless formula ranking

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Shared traits: Creature, Timing Sorcery

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Shared traits: Timing Sorcery, Triggered

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Shared traits: Creature, Timing Sorcery, Triggered

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Shared traits: Creature, Timing Sorcery, Triggered

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Color identity
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Mana cost
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Score 0.589unitless formula ranking

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Shared traits: No shared tags

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Shared traits: No shared tags

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Shared traits: Creature, Timing Sorcery, Triggered

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Shared traits: Creature, Timing Sorcery

Score details
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Shared traits: Timing Sorcery, Triggered

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Shared traits: Creature, Human, Timing Sorcery

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Score details
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Score 0.589unitless formula ranking

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Shared traits: Timing Sorcery

Score details
Text (embedding)
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Tags and themes
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Color identity
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Mana cost
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Score 0.589unitless formula ranking

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Shared traits: Creature, Timing Sorcery, Triggered

Score details
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Mana cost
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Shared traits: Creature, Human, Timing Sorcery

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Shared traits: Creature, Timing Sorcery, Triggered

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Shared traits: Creature, Timing Sorcery, Triggered

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How ranking works

Balanced: 0.60*text + 0.20*tags + 0.10*color + 0.10*cost. Outputs are unitless rankings, not percentages or probabilities. Most similar shows the highest scores; Typical overlap is nearest the catalog median (0.589); Least similar shows the lowest scores.

Text uses cosine resemblance (−1 to 1) between 384-number embeddings when available, or lexical fallback otherwise. Tags use Jaccard overlap of approved tags and AI themes, excluding predicted tags and separately scored color/cost tags. Color compares W/U/B/R/G identity. Mana cost combines mana-value proximity, 1 / (1 + the difference), with mana-symbol overlap. Tags, color, and cost range from 0 to 1.

Model: bge-small-en-v1.5. 34,605 of 34,605 catalog cards currently have embeddings.

Potential relationships

1,031 of 34,605 canonical cards have AI-derived resource labels. Label model: gpt-5.6-luna.

This card is missing AI-derived resource labels, so potential synergies and answers are unavailable. No text or predicted-tag inference is used.

About relationship labels

These labels are AI-derived resource matches, not reviewed or rules-validated interactions. Check deck legality, color identity, costs, timing, restrictions, and the cards themselves.

Printings
SetLanguageCollectorReleasedRarityPrice
Alchemy: Duskmournen22024-10-15uncommon—