Barn Tech Is Getting Cheaper. Not All of It Is Getting Better.
Falling component costs have put a lot of devices within reach of ordinary yards. Falling costs also make it much easier to build something that looks capable and is not.

Equipment that would have been specialist and expensive not long ago is now available to any yard that wants it. Cameras, sensors, monitors, powered devices of various kinds.
That is genuinely good. It is also the reason a certain amount of what is now on the market is not worth owning, and the two facts have the same cause.
Cheap components lower two barriers at once
When the parts get cheap, it becomes easier to build a good product affordably. It also becomes easier to build a product that resembles a good one.
A device can be assembled from inexpensive standard components, given a specification sheet with impressive figures, and sold into a category where almost nobody can independently verify any of the claims. That is not a hypothetical business model. It is a large amount of what appears in any online marketplace in this space.
The specifications on the box are frequently not measured by anybody. They are frequently copied from a component datasheet, or from a competitor, and there is no institution in this category checking.
Falling costs made good equipment affordable and bad equipment plausible, at the same time, for the same reason.
The specification problem
The deeper issue is that the numbers most prominently advertised are usually the ones that are cheapest to make impressive.
A large figure on a specification sheet is easy to produce if it is the figure that costs least to increase. The specifications that actually determine whether something works are commonly the expensive ones, and they are commonly the ones left off the marketing entirely.
Which produces a reliable pattern. Where a category has one number everybody quotes, that number is usually the one that matters least, precisely because everybody is competing on it.
What is worth asking
Three questions do most of the filtering.
What is the mechanism, stated in plain terms. Anything that cannot explain what it physically does is asking for belief rather than offering an explanation.
Which specification actually governs the outcome, and is it published. If the manufacturer is loud about one figure and silent about the others, the silence is the information.
What happens when it breaks, and who honours that. A warranty is only worth what the entity behind it is worth, and in a category full of short lived brands that is not a trivial question.
The unglamorous conclusion
The technology genuinely has improved and genuinely has got cheaper, and a yard today can access things that would not have been practical a decade ago.
It just means the buyer has to do work that used to be done by the barrier to entry. When something was expensive to build, cost filtered out a lot of the noise. Now it does not, and the filtering has to happen at the point of purchase instead.