Take audit: YiruBSERPOj43FmXFx5eg

2026-08-22T09:21:12.955Z — 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 · 655 ms · verdict: unjudged

I'm eight years old 我八歲了

mini_auto_bare_deg gpt-4o-mini-transcribe · degraded · auto · bare — MER accuracy pending Ground Truth · 704 ms · verdict: unjudged

I'm eight years old. 我八歲了。

mini_auto_bare_clean gpt-4o-mini-transcribe · clean · auto · bare — MER accuracy pending Ground Truth · 542 ms · verdict: unjudged

I'm eight years old. 我八歲了。

mini_auto_prompt_deg gpt-4o-mini-transcribe · degraded · auto · mixed prompt — MER accuracy pending Ground Truth · 712 ms · verdict: unjudged

I'm eight years old. 我八歲了。

mini_auto_prompt_clean gpt-4o-mini-transcribe · clean · auto · mixed prompt — MER accuracy pending Ground Truth · 691 ms · verdict: unjudged

I'm eight years old. 我八歲了。

mini_auto_prompt_64k gpt-4o-mini-transcribe · 64k · auto · mixed prompt — MER accuracy pending Ground Truth · 685 ms · verdict: unjudged

I'm eight years old. 我八歲了。

mini_zh_prompt_deg gpt-4o-mini-transcribe · degraded · zh · mixed prompt — MER accuracy pending Ground Truth · 970 ms · verdict: unjudged

I'm eight years old. 我八歲了。

mini_zh_prompt_clean gpt-4o-mini-transcribe · clean · zh · mixed prompt — MER accuracy pending Ground Truth · 1133 ms · verdict: unjudged

I'm eight years old. 我八歲了。

gpt_tw_en_bare_deg gpt-transcribe · degraded · zh-tw + en · bare — MER accuracy pending Ground Truth · 735 ms · verdict: unjudged

I'm eight years old. 我八歲了。

gpt_tw_en_prompt_deg gpt-transcribe · degraded · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 768 ms · verdict: unjudged

I'm eight years old. 我八歲了。

gpt_tw_en_prompt_clean gpt-transcribe · clean · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 685 ms · verdict: unjudged

I'm eight years old. 我八歲了。

gpt_tw_en_prompt_64k gpt-transcribe · 64k · zh-tw + en · mixed prompt — MER accuracy pending Ground Truth · 770 ms · verdict: unjudged

I'm eight years old. 我八歲了。

gpt_tw_only_prompt_deg gpt-transcribe · degraded · zh-tw · mixed prompt — MER accuracy pending Ground Truth · 653 ms · verdict: unjudged

I'm eight years old. 我八歲了。

Winning configuration

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