Take audit: -3mQtPQtMUeKaCcujCPg-

2026-08-22T09:30:51.635Z — 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 · 658 ms · verdict: unjudged

我要用卡爾付錢,is that okay?

mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare — MER accuracy pending Ground Truth · 631 ms · verdict: unjudged

我要用卡爾付錢,Is that OK?

mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare — MER accuracy pending Ground Truth · 582 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 · 464 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 · 512 ms · verdict: unjudged

我要用card付錢, is that OK?

mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt — MER accuracy pending Ground Truth · 532 ms · verdict: unjudged

我要用card付錢,is that OK?

mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt — MER accuracy pending Ground Truth · 558 ms · verdict: unjudged

我要用Card付錢,Is that OK?

mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt — MER accuracy pending Ground Truth · 521 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 · 792 ms · verdict: unjudged

我要用 card 付錢 is that OK?

gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 1303 ms · verdict: unjudged

我要用 card 付錢 is that OK?

gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 663 ms · verdict: unjudged

我要用 card 付錢 is that OK?

gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 748 ms · verdict: unjudged

我要用 card 付錢 is that OK?

gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt — MER accuracy pending Ground Truth · 914 ms · verdict: unjudged

我要用 card 付錢 is that OK?

Winning configuration

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