Take audit: u9znt6JNTwIsjTJ6Qo-ww
2026-08-22T09:19:46.899Z — 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 · 751 ms · verdict: unjudged
I have three pencils, 你要嗎?
mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare
— MER accuracy pending Ground Truth · 515 ms · verdict: unjudged
I have three pencils, 你要嗎?
mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare
— MER accuracy pending Ground Truth · 749 ms · verdict: unjudged
I have three pencils,你要嗎?
mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt
— MER accuracy pending Ground Truth · 659 ms · verdict: unjudged
I have three pencils, 你要嗎?
mini_auto_prompt_clean gpt-4o-mini-transcribe · clean · auto · mixed prompt
— MER accuracy pending Ground Truth · 728 ms · verdict: unjudged
I have three pencils, 你要嗎?
mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt
— MER accuracy pending Ground Truth · 660 ms · verdict: unjudged
I have three pencils, 你要嗎?
mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt
— MER accuracy pending Ground Truth · 638 ms · verdict: unjudged
I have three pencils, 你要嗎?
mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt
— MER accuracy pending Ground Truth · 705 ms · verdict: unjudged
I have three pencils, 你要嗎?
gpt_tw_en_bare_deg gpt-transcribe · degraded · zh-tw + en · bare
— MER accuracy pending Ground Truth · 527 ms · verdict: unjudged
I have three pencils. 你要嗎？
gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 727 ms · verdict: unjudged
I have three pencils. 你要嗎？
gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 643 ms · verdict: unjudged
I have three pencils. 你要嗎？
gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 861 ms · verdict: unjudged
I have three pencils. 你要嗎？
gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt
— MER accuracy pending Ground Truth · 745 ms · verdict: unjudged
I have three pencils. 你要嗎？
Winning configuration
Record the variant and rationale to hand to qa-rails after reviewing this Take.