Take audit: LHKtzFWqGQMjEcrKrXc2B

2026-08-22T09:38:17.189Z — 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 · 473 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 · 507 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 · 617 ms · verdict: unjudged

我有三支鉛筆,你要嗎?

mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt — MER accuracy pending Ground Truth · 452 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 · 757 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 · 719 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 · 671 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 · 954 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 · 553 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 · 553 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 · 1536 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 · 570 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 · 683 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.