Take audit: McmzhhWW7WtcBapu0pH9i
2026-08-22T09:19:40.566Z — 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 · 469 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 · 501 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 · 758 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 · 705 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 · 809 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 · 1063 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 · 764 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 · 809 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 · 545 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 · 758 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 · 590 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 · 574 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 · 852 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.