Take audit: lLobkDSXm4cdpEjt0CVWG

2026-08-22T09:22:15.910Z — ray

0/13 judged · keyboard: Space play/pause, ↑/↓ focus, P pass, T Translation failure, F fail

Do a blind check (transcripts hidden)

Ground Truth

What the Tester actually said. Never pre-filled from an Engine — type what you hear.


Transcripts

mini_prod_baseline gpt-4o-mini-transcribe · degraded · en · bare — MER accuracy pending Ground Truth · 673 ms · verdict: unjudged

Please可以請你再說一次嗎?

mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare — MER accuracy pending Ground Truth · 530 ms · verdict: unjudged

Please可以請你再說一次嗎?

mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare — MER accuracy pending Ground Truth · 707 ms · verdict: unjudged

不好意思,可以請你再說一次嗎?

mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt — MER accuracy pending Ground Truth · 651 ms · verdict: unjudged

Please可以請你再說一次嗎?

mini_auto_prompt_clean gpt-4o-mini-transcribe · clean · auto · mixed prompt — MER accuracy pending Ground Truth · 755 ms · verdict: unjudged

Please,可以請你再說一次嗎?

mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt — MER accuracy pending Ground Truth · 671 ms · verdict: unjudged

Please可以請你再說一次嗎?

mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt — MER accuracy pending Ground Truth · 586 ms · verdict: unjudged

Please可以請你再說一次嗎?

mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt — MER accuracy pending Ground Truth · 755 ms · verdict: unjudged

Please可以請你再說一次嗎?

gpt_tw_en_bare_deg gpt-transcribe · degraded · zh-tw + en · bare — MER accuracy pending Ground Truth · 811 ms · verdict: unjudged

Please，可以請你再說一次嗎？

gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 648 ms · verdict: unjudged

Please，可以請你再說一次嗎？

gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 814 ms · verdict: unjudged

Please，可以請你再說一次嗎？

gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 777 ms · verdict: unjudged

Please，可以請你再說一次嗎？

gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt — MER accuracy pending Ground Truth · 755 ms · verdict: unjudged

Please，可以請你再說一次嗎？

Winning configuration

Record the variant and rationale to hand to qa-rails after reviewing this Take.