Webnovel Translation Benchmark

All models

MiMo V2.5 Pro for web novel translation

How MiMo V2.5 Pro by Xiaomi translated eleven chapters of a Korean web novel into English: rank 18 of 28.

58.1quality score of 100
$0.0052per chapter at list price
$0.52per 100 chapters
925head-to-head rating

Muse Spark 1.2 scored higher (79.6) for $0.0022 a chapter.

Score by quality

Accuracy2.9 / 5meaning carried over correctly
Terminology1.5 / 5names, titles and martial-arts terms kept consistent across chapters
Register3.9 / 5tone and speech levels (honorifics, banter, formality)
Fluency4.1 / 5reads as natural English prose
Fidelity4.2 / 5nothing added, dropped or summarised
Sanitization4.7 / 5violence and crude language kept, not softened

9 of 11 chapters were scored; a chapter the model refused or failed is counted separately. It wrote about 3,512 output tokens per chapter, reasoning included.