Independent · Methodology-driven · No sponsored rankings

Best Speech-to-Text Apps in 2026

We test speech-to-text and voice-to-text apps the same way every time — running identical audio through each one and scoring the transcripts on word, character, and phrase error rate (WER, CER, PER). No vendor ties, no paid placements.

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Most "best dictation app" lists rank tools they've never measured. We don't. Every speech-to-text app here — SuperWhisper, Wispr Flow, Willow Voice, Aqua Voice and more — runs the same recordings under the same conditions, so the numbers are comparable instead of cherry-picked. Accuracy is only part of the score: we also weigh speed, privacy, UX, and features, because the fastest transcription is useless if it gets your words wrong.

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Aqua Voice

Cloud only
7.9 / 10

Cloud-only dictation with always-on AI cleanup

Errors 98.0%
Avg speed ~1s
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Willow Voice

Cloud only
7.5 / 10

Fast, polished dictation in a Mac-first wrapper

Errors 99.0%
Avg speed ~1s
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SuperWhisper

Local + Cloud
7.1 / 10

Local-first dictation with cloud AI modes

Errors 93.9%
Avg speed ~2s
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Wispr Flow

Cloud only
6.2 / 10

Cloud-only dictation with fast, polished auto-cleanup

Errors 96.5%
Avg speed ~1.5s
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Our methodology

We score five things, not one.

Accuracy matters, but it isn't everything. Every app is scored on five weighted dimensions — accuracy, speed, UX, features and privacy — and the weights below add up to the overall score out of 10. Accuracy itself comes from WER, CER and PER measured on identical audio against multi-reference ground truth. All test data and diffs are published.

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What we measure Weight
Accuracy 30%
Speed 15%
UX 20%
Features 20%
Privacy 15%
Overall score = score / 10