Take audit: AhNLXreNbZJT_Y88Y1Hba
2026-08-22T09:31:59.644Z — 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 · 500 ms · verdict: unjudged
Can I pay by card?可以嗎?
mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare
— MER accuracy pending Ground Truth · 532 ms · verdict: unjudged
Can I pay by card?可以嗎?
mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare
— MER accuracy pending Ground Truth · 534 ms · verdict: unjudged
Can I pay by card? 可以嗎?
mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt
— MER accuracy pending Ground Truth · 496 ms · verdict: unjudged
Can I pay by card?可以嗎?
mini_auto_prompt_clean gpt-4o-mini-transcribe · clean · auto · mixed prompt
— MER accuracy pending Ground Truth · 516 ms · verdict: unjudged
Can I pay by card? 可以嗎?
mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt
— MER accuracy pending Ground Truth · 467 ms · verdict: unjudged
Can I pay by card? 可以嗎?
mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt
— MER accuracy pending Ground Truth · 478 ms · verdict: unjudged
Can I pay by card, 可以嗎?
mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt
— MER accuracy pending Ground Truth · 641 ms · verdict: unjudged
Can I pay by card? 可以嗎?
gpt_tw_en_bare_deg gpt-transcribe · degraded · zh-tw + en · bare
— MER accuracy pending Ground Truth · 542 ms · verdict: unjudged
Can I pay by card? 可以嗎?
gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 633 ms · verdict: unjudged
Can I pay by card? 可以嗎？
gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 575 ms · verdict: unjudged
Can I pay by card? 可以嗎？
gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 698 ms · verdict: unjudged
Can I pay by card? 可以嗎？
gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt
— MER accuracy pending Ground Truth · 742 ms · verdict: unjudged
Can I pay by card? 可以嗎？
Winning configuration
Record the variant and rationale to hand to qa-rails after reviewing this Take.