Video Transcription - Accurate AI-Powered Transcripts

What accuracy should you actually expect?

Transcription vendors quote accuracy from curated benchmark audio. The number below is different: it is the mean confidence the model reported on 1,224 real user videos, unedited, as of 27 July 2026. Mean confidence came out at 0.972, so roughly 2.8% of tokens carried meaningful uncertainty.

Read the small samples with suspicion. Spanish shows 1.0 confidence across 5 videos, which is a sample too thin to promise anything. English and Hindi are the two languages we have enough volume to stand behind, at 1,180 and 31 videos respectively.

What that means in practice: names, product jargon, and crosstalk are where errors concentrate, and no confidence score above catches all of them. Read the transcript before you publish captions burned into a video, because a burned-in caption cannot be corrected after the fact.