Webnovel Translation Benchmark

All models

MiniMax M3 for web novel translation

How MiniMax M3 by MiniMax translated eleven chapters of a Korean web novel into English: rank 20 of 28.

54.2quality score of 100
$0.0060per chapter at list price
$0.60per 100 chapters
902head-to-head rating

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

Score by quality

Accuracy2.6 / 5meaning carried over correctly
Terminology1.5 / 5names, titles and martial-arts terms kept consistent across chapters
Register3.8 / 5tone and speech levels (honorifics, banter, formality)
Fluency4.4 / 5reads as natural English prose
Fidelity3.5 / 5nothing added, dropped or summarised
Sanitization4.6 / 5violence and crude language kept, not softened

11 of 11 chapters were scored; a chapter the model refused or failed is counted separately. It wrote about 3,858 output tokens per chapter, reasoning included.