Take audit: N7rbcWZ6_ACUyBHfr6NfA
2026-08-22T09:30:13.847Z — 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 · 654 ms · verdict: unjudged
我要用卡付錢,Is that OK?
mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare
— MER accuracy pending Ground Truth · 695 ms · verdict: unjudged
我要用卡付錢,Is that OK?
mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare
— MER accuracy pending Ground Truth · 840 ms · verdict: unjudged
我要用卡付錢,Is that OK?
mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt
— MER accuracy pending Ground Truth · 584 ms · verdict: unjudged
我要用卡付錢,is that OK?
mini_auto_prompt_clean gpt-4o-mini-transcribe · clean · auto · mixed prompt
— MER accuracy pending Ground Truth · 597 ms · verdict: unjudged
我要用卡付錢,Is that OK?
mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt
— MER accuracy pending Ground Truth · 586 ms · verdict: unjudged
我要用卡付錢,Is that OK?
mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt
— MER accuracy pending Ground Truth · 539 ms · verdict: unjudged
我要用卡付錢, Is that OK?
mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt
— MER accuracy pending Ground Truth · 570 ms · verdict: unjudged
我要用卡付錢,Is that OK?
gpt_tw_en_bare_deg gpt-transcribe · degraded · zh-tw + en · bare
— MER accuracy pending Ground Truth · 823 ms · verdict: unjudged
我要用卡爾付錢，is that okay?
gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 884 ms · verdict: unjudged
我要用卡付錢，is that OK?
gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 685 ms · verdict: unjudged
我要用卡付錢, is that okay?
gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 841 ms · verdict: unjudged
我要用卡付錢，is that OK?
gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt
— MER accuracy pending Ground Truth · 606 ms · verdict: unjudged
我要用卡付錢，is that okay?
Winning configuration
Record the variant and rationale to hand to qa-rails after reviewing this Take.