Webnovel Translation Benchmark

All models

Claude Haiku 4.5 for web novel translation

How Claude Haiku 4.5 by Anthropic translated eleven chapters of a Korean web novel into English: rank 23 of 28.

43.0quality score of 100
not measuredper chapter at list price
not measuredper 100 chapters
866head-to-head rating

Its cost per chapter was not recorded in this run.

Score by quality

Accuracy2.1 / 5meaning carried over correctly
Terminology1.2 / 5names, titles and martial-arts terms kept consistent across chapters
Register3.3 / 5tone and speech levels (honorifics, banter, formality)
Fluency4.0 / 5reads as natural English prose
Fidelity2.7 / 5nothing added, dropped or summarised
Sanitization4.5 / 5violence and crude language kept, not softened

11 of 11 chapters were scored; a chapter the model refused or failed is counted separately.