Take audit: d3a0NMiNrHmAw3N1NvHVl
2026-08-22T09:42:58.555Z — Mika
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 · 553 ms · verdict: unjudged
老師,Can you help me? 我需要幫忙。
mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare
— MER accuracy pending Ground Truth · 751 ms · verdict: unjudged
老師,Can you help me? 我需要幫忙。
mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare
— MER accuracy pending Ground Truth · 783 ms · verdict: unjudged
老師,Can you help me?我需要幫忙。
mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt
— MER accuracy pending Ground Truth · 690 ms · verdict: unjudged
老師,can you help me? 我需要幫忙。
mini_auto_prompt_clean gpt-4o-mini-transcribe · clean · auto · mixed prompt
— MER accuracy pending Ground Truth · 716 ms · verdict: unjudged
老師,can you help me? 我需要幫忙。
mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt
— MER accuracy pending Ground Truth · 642 ms · verdict: unjudged
老師,Can you help me?我需要幫忙。
mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt
— MER accuracy pending Ground Truth · 3503 ms · verdict: unjudged
老師,Can you help me? 我需要幫忙。
mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt
— MER accuracy pending Ground Truth · 772 ms · verdict: unjudged
老師,Can you help me? 我需要幫忙。
gpt_tw_en_bare_deg gpt-transcribe · degraded · zh-tw + en · bare
— MER accuracy pending Ground Truth · 612 ms · verdict: unjudged
老師，can you help me? 我需要幫忙。
gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 706 ms · verdict: unjudged
老師，can you help me? 我需要幫忙。
gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 1267 ms · verdict: unjudged
老師，Can you help me? 我需要幫忙。
gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt
— MER accuracy pending Ground Truth · 616 ms · verdict: unjudged
老師，can you help me? 我需要幫忙。
gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt
— MER accuracy pending Ground Truth · 707 ms · verdict: unjudged
老師，can you help me? 我需要幫忙。
Winning configuration
Record the variant and rationale to hand to qa-rails after reviewing this Take.