Take audit: IJBUA-_AKM0XcLz5pxxqB
2026-08-22T09:30:30.860Z — 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 · 636 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 · 545 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 · 794 ms · verdict: unjudged
我要用卡付錢,is that okay?
mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt
— MER accuracy pending Ground Truth · 572 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 · 541 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 · 567 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 · 553 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 · 558 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 · 722 ms · verdict: unjudged
我要用卡付錢，is that OK?
gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 591 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 · 681 ms · verdict: unjudged
我要用卡付錢，is that OK?
gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 722 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 · 562 ms · verdict: unjudged
我要用卡付錢，is that OK?
Winning configuration
Record the variant and rationale to hand to qa-rails after reviewing this Take.