Webnovel Translation Benchmark

All models

dots.3 note preview for web novel translation

How dots.3 note preview by dots studio translated eleven chapters of a Korean web novel into English: rank 26 of 28.

22.7quality score of 100
freeper chapter at list price
freeper 100 chapters
743head-to-head rating

No model in this test scored higher for the same price or less.

Score by quality

Accuracy1.0 / 5meaning carried over correctly
Terminology1.4 / 5names, titles and martial-arts terms kept consistent across chapters
Register2.4 / 5tone and speech levels (honorifics, banter, formality)
Fluency2.5 / 5reads as natural English prose
Fidelity2.1 / 5nothing added, dropped or summarised
Sanitization3.2 / 5violence and crude language kept, not softened

8 of 11 chapters were scored; a chapter the model refused or failed is counted separately. It wrote about 2,998 output tokens per chapter, reasoning included.