Significant Slowdown in Whisper and GPT-4o Transcribe APIs (since May 2026)
OpenAI Developer Community
May 6, 2026
Hi everyone,
I’ve been using the OpenAI transcription models (whisper-1, gpt-4o-transcribe, and gpt-4o-mini-transcribe) in a production environment for about a year without any major issues.
However, since around the beginning of this week (approx. May 4–6, 2026), I’ve noticed a significant and consistent slowdown across all transcription models. Processing times have roughly doubled compared to what I was experiencing before.
This issue affects:
* whisper-1
* gpt-4o-transcribe
* gpt-4o-mini-transcribe
The slowdown is not limited to a specific file or request. It appears to be consistent across different audio inputs and persists over multiple days.
Important notes:
* No changes were made to my code or infrastructure
* The same audio files that were previously processed quickly are now much slower
* The issue occurs consistently, not just intermittently
This is currently impacting a production workflow, so the increased latency is becoming a serious problem.
I wanted to ask:
* Is anyone else experiencing similar performance issues?
* Are there any known infrastructure changes, regional slowdowns, or ongoing incidents affecting transcription services?
* Has anything changed recently regarding model prioritization or performance?
Any insights would be greatly appreciated.
Thanks in advance.
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