Take audit: qRwcxCzRpYkueqNOV02rM

2026-08-22T09:37:49.166Z — 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 invalid script: other — MER accuracy pending Ground Truth · 472 ms · verdict: unjudged

แก๊บข้าวมีดปล่อย

mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare invalid script: other — MER accuracy pending Ground Truth · 731 ms · verdict: unjudged

แคบซักมิลก์ ใจโต

mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare — MER accuracy pending Ground Truth · 666 ms · verdict: unjudged

可以要有一些 milk 拜託

mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt — MER accuracy pending Ground Truth · 651 ms · verdict: unjudged

Can I have some milk, 拜託。

mini_auto_prompt_clean gpt-4o-mini-transcribe · clean · auto · mixed prompt — MER accuracy pending Ground Truth · 756 ms · verdict: unjudged

Can I have some milk, 拜託

mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt — MER accuracy pending Ground Truth · 995 ms · verdict: unjudged

Can I have some milk, 拜託

mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt — MER accuracy pending Ground Truth · 706 ms · verdict: unjudged

可以給我一些牛奶,拜託

mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt — MER accuracy pending Ground Truth · 703 ms · verdict: unjudged

Can I have some milk, 拜託

gpt_tw_en_bare_deg gpt-transcribe · degraded · zh-tw + en · bare — MER accuracy pending Ground Truth · 576 ms · verdict: unjudged

Can I have some milk,拜託。

gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 577 ms · verdict: unjudged

Can I have some milk, 拜託?

gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 574 ms · verdict: unjudged

Can I have some milk,拜託?

gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 809 ms · verdict: unjudged

Can I have some milk, 拜託?

gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt — MER accuracy pending Ground Truth · 709 ms · verdict: unjudged

Can I have some milk,拜託。

Winning configuration

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