
ToneBench · Style and scripts
What it measures and how
10 real script tasks, repeated generations and three judges. Compare only identical tasks, rubrics, judges and run fingerprints. Exclude rows with fallback to other models; do not choose configurations by each column’s highest score.
How this evidence is used
Under observation: data protocol and current coverage are good. Display terms and pure-model configurations still need verification.
Limitations and attribution
Favors the style of one Towards AI channel; exact tasks and reference scripts are not public. The current first-place result includes Fable 5 + Opus 4.8 fallback and cannot represent a single model.
Data license: Public JSON is readable, but explicit data aggregation and display terms have not been found.
Results are published by Towards AI. Raw scores and the e/acc consensus index use different scales and cannot be added directly.