TL;DR / Key Takeaways
- Best full-meeting accuracy of four: 19.1% WER.
- Advertised 85% accurate; we measured about 81% overall.
- Four speakers labelled; heard 'tool training' correctly.
- Free plan is 10 minutes, once.
Verdict: HappyScribe had the lowest error rate over the full meeting in our four-tool accuracy test: 19.1% on a messy 10-minute, four-person recording, with four speakers labelled. It advertises its machine transcripts as "85% accurate", and on this file it got about 81% of words right. The free plan is a single 10-minute allowance. Tested October 31, 2026.
How we tested: on October 31, 2026 we took the first 10 minutes of a real recorded meeting from the AMI Meeting Corpus (meeting ES2004a, University of Edinburgh, licensed CC BY 4.0): four people with British and European accents, often talking over each other. We uploaded the same MP3 to each tool on a new free account with default settings and English selected. We then scored each transcript against the corpus's human transcript using word error rate (WER): the share of words a tool got wrong, dropped or added. Before scoring we lowercased both sides, removed punctuation and filler words such as "um", and spelled out numbers, so "25" and "twenty five" count as the same. Lower is better. This is one recording, so treat differences of a point or two as a tie.
HappyScribe at a glance
| What we checked | Result |
|---|---|
| WER, first 5.5 minutes | 12.8% (tied best) |
| WER, full 10 minutes | 19.1% (best) |
| Speakers | 4 labelled |
| Time to transcript | About 1 minute |
| Free plan | 10 minutes of AI transcription, once |
| Basic | $17 a month, or $8.50 a month billed yearly; 120 min a month |
Accuracy
HappyScribe heard "tool training" correctly and kept up best in the noisy second half, finishing at 19.1% word error rate against the human transcript. Its machine plan is labelled "85% accurate"; on this recording that held for the calm first half (about 87%) and slipped to about 81% overall. For a cleaner transcript it sells human transcription at $2.00 a minute, which it labels "99% accurate".
Pricing
The free plan is a 10-minute trial of AI transcription. Basic is $17 a month, or $8.50 billed yearly, for 120 minutes a month; Pro is $29, or $19 billed yearly, for 600 minutes. Extra minutes cost $0.20 each.
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Who HappyScribe is for
- Good fit: accuracy first, with a human-transcription upgrade when it matters.
- Less good: a lot of minutes on a budget; Transkriptor Pro includes far more minutes for the price.
Related reading
Frequently asked questions
How accurate is HappyScribe?
On our real 10-minute, four-person meeting, HappyScribe's machine transcript had a 19.1% word error rate, the best of four tools, or about 81% of words right. It advertises 85%.
Is HappyScribe free?
Its free plan includes a single 10-minute trial of AI transcription. Basic costs $17 a month, or $8.50 a month billed yearly, for 120 minutes.