Precision editorial analysis

Content Editor Draft Comparator

Semantic-aware diff — understands idea equivalence, voice shifts, and actual editorial value.

Groq API Key

Free key at console.groq.com — sent only to Groq, never stored.

Semantic equivalence detection Active / passive awareness Value delta scoring

✦ First Draft empty

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✒ Edited Version empty

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Editorial verdict

Edit intensity

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At a glance

Computing…

Overview metrics

Words changed

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inline edits

Words added

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net new

Words removed

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cut out

Semantic equiv.

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same idea, diff words

Voice shifts

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active↔passive

Value delta

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editorial gain

Diff view

Change breakdown

Changes by section

Content intelligence

AI editorial analysis

Waiting for analysis