Baby cry analyzer app comparison

This baby cry analyzer app comparison sets side by side what each app in the category promises, whether that promise can be measured, its pricing model and its privacy practice. Every number carries a source and a date checked; claims we could not confirm are marked separately.

Up front: this page is written by Agubu's developer. Rather than pretend to be neutral, we state the criteria and put Agubu's own limits on the same list — including that it cannot read the reason from the sound. We are not affiliated with any of the apps named.

All comparisons

What we look at

The promise: does the app claim to tell the reason from the sound, and does it quote a percentage?
Measurability: can the claim be checked independently; what does it answer to a silent recording?
Pricing model: is the free tier permanent, and what sits behind the paywall?
Privacy: is there an account and a server, where does the audio go, what does the store privacy label say?
Platform and language: iOS, Android; Turkish support

Why the percentages cannot be compared

The high percentages in this category cannot be compared with each other, because most of them come from the measurement method: split the recordings randomly instead of by baby and the model learns the baby rather than the question, and the score rises. When we split by baby, predicting the cause from sound stayed at chance level; a peer-reviewed study reaches the same conclusion. Our own measurement, and what a model on the market answered to silence, are on the Methodology page.

Where Agubu sits on this list

Agubu does not promise to read the reason from the sound; it detects the cry, ranks the reasons from context and says when it isn't sure. No account, no server. Three analyses a day and basic logging are permanently free. It has gaps too: no partner sharing and no cloud backup. We list those with the same plainness on the features page.

Frequently asked questions

Which is the best baby cry analyzer app?

There is no app that is “best at telling the reason from the sound”, because the sound does not carry the reason. What a comparison should look at is how honest the promise is, the privacy practice, and whether the free tier is permanent. The comparisons below are written against those criteria.

Are these comparisons neutral?

No; Agubu's developer writes them. Instead of hiding that, every number carries a source and a date, unconfirmed claims are marked, and Agubu's gaps are listed on the same page.

Did you test the competing apps?

We ran the model shipped inside one app on the market on the same data: given absolute silence it named a cause with 100% confidence, and it changed its answer across different seconds of the same recording. The detail and the numbers are on the Methodology page.