September 17, 2026
Continuous word proficiency with backward-compatible CEFR
- The existing oruk-proficiency-1 endpoint now adds continuous-pilot-v2 word and recording pronunciation scores on 0–1, word timings, and accuracy, fluency and prosody components. The model ID and request fields are unchanged.
- The original CEFR model, 0–5 cefr_score, fluency fields, metadata, validity checks and billing behavior are retained. continuous_check and continuous_metadata describe the new scorer separately. Invalid legacy checks remain free; a valid CEFR check can still consume usage when word alignment is partial.
- The docs explain the two score scales, null handling, alignment and frozen-encoder architecture, and the reused benchmark tradeoff: lower error on weak/intermediate words but higher overall word error. New Python and Node.js examples show how to read both outputs.