IS IT WOKE?

Compare only works for titles already in our database with a verdict. If something doesn't show up in the lists below, find it from the home search, run analysis first, then come back to this page.

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Category
First title

Barbie

2023

Category
Second title

The Shape of Water

2017

Barbie vs The Shape of Water: Which Is More Woke?

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Barbie appears more woke than The Shape of Water based on AI analysis, with a difference of about 34 points. Community votes lean toward The Shape of Water instead; worth checking both breakdowns.

MovieBarbie2023
66Score
Very Woke

Community (votes): ~30/100

See full breakdown for Barbie
MovieThe Shape of Water2017
32Score
Very Little Woke

Community (votes): ~70/100

See full breakdown for The Shape of Water

AI vs community

AI verdict

Barbie is more woke than The Shape of Water (AI).

Barbie leads by 34 points on the AI scale.

Community verdict

The Shape of Water reads more woke in community votes than Barbie.

Vote-weighted spread: about 40 points (30 vs 70).

Why the scores diverge

  • The 34-point gap reflects how much ideology steers each story on our six-dimension pass, not just vibes.
  • Barbie highlight: The dialogue is saturated with overt messaging that prioritizes ideological points over character development.
  • The Shape of Water highlight: The dialogue occasionally leans into moralizing, particularly around themes of acceptance and love.
  • Barbie: Characters often feel like they were crafted primarily for their symbolic value rather than for narrative depth.
  • The Shape of Water: While characters are well-developed, some feel like they exist to represent broader social themes.

Barbie reads higher on modern politics injection than The Shape of Water, which nudges the overall profile message-forward. Barbie reads higher on ideology over story than The Shape of Water, which nudges the overall profile message-forward. Barbie reads higher on legacy rewriting than The Shape of Water, which nudges the overall profile message-forward.

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Frequently asked questions

Which is more woke, Barbie or The Shape of Water?
Barbie scores higher on the AI pass (66/100 vs 32/100).
What do community votes say?
Votes lean more woke on The Shape of Water (70 vs 30 on our vote-weighted scale).
Why might AI and votes disagree?
AI scores come from a structured model pass; votes capture how people read the politics or messaging. Trailers, culture-war framing, and release timing can push votes away from the model.