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Evaluation sources

TubeLab · Video scripts

TubeLab · Writes for different video channels, comparing story organization, style, pacing, and clarity.

Official evaluation
Across NexGateHub AI News Observing
Evidence budgetNot scored
Upstream data timeUnverified
Last successful syncCollection has not started

What it measures and how

Uses a common TubeLab Scriptwriter, 12 tasks, and six quality dimensions. Three judges do not judge their own provider's models; failed tasks retain penalties. Cost and speed are excluded from ability scores.

How this evidence is used

Under review: stable raw data, actual evaluation dates, and reuse terms are pending. Display pages do not substitute for verifiable results.

Evaluation limits & attribution

Results depend on Scriptwriter. OpenAI uses its lowest reasoning tier, so results do not generalize to other tiers. Video narration is not screenwriting.

Data license: Stable exports and public-aggregation permission are unconfirmed.

Results are published by TubeLab. Original scores and the NexGateHub consensus index use different scales and cannot be added directly.