I love this category. Genuinely. A jacket that charges a phone, a sleeve that reads a heartbeat, thread that conducts a signal through a seam: people are making clothing that does things, and some of it is beautiful. Then you wash it.
The washing machine is the hardest test any of this gear ever faces, and it is the one the product photos never cover. A drum does three things at once: it soaks the garment, it agitates it for half an hour, and it attacks it chemically with detergent. Electronics are usually tested against sweat and rain. A wash cycle is a different kind of event entirely.
The piece that usually fails first is the conductive path. Most smart fabric carries its signal on yarn that has been coated or spun with metal, and silver is the common choice because it conducts beautifully and kills bacteria. Silver also oxidizes, and the coating is thin. Each cycle takes a little, resistance creeps up, the sensor that was crisp in month one gets noisy by month six, and nothing has visibly broken. The garment simply stops being accurate, which is harder to notice than an outright failure.
The second failure is mechanical, and it happens where the soft part meets the hard part. A flexible textile sewn to a rigid connector flexes right at the join, thousands of times per cycle. Good designs move that junction somewhere the garment does not bend, encapsulate it in something that stays flexible, and give the wire slack so the strain lands on the textile rather than on the solder. Bad designs run a bare trace into a tiny plug at the hem and hope.
So here is the honest sorting rule I use now, and it is not very romantic: can the electronics come off? A detachable module that unclips before the wash is not a compromise, it is the whole answer. The textile goes in the machine as a textile, the module stays dry, and the only thing that ages is a connector you can replace. Nearly every piece of smart apparel I have seen last a year works this way.
If it does not come off, ask the maker two specific questions, because the answers are unambiguous and a good maker has them ready. How many wash cycles has it been tested to, and under what conditions? Twenty, forty and a hundred are completely different products. And was it tested with ordinary detergent, or just water? Detergent and fabric softener are what strip coatings, and softener in particular leaves a film that sits on a sensor and quietly ruins its readings.
Be careful with ratings too. An IP number describes dust and water, under laboratory conditions, with no agitation and no chemistry. It is a real test and it is not a wash test. A garment can be properly IPX7 and still die in a machine, which is not a scandal, only a different question being answered.
What I would back today: anything with a removable brain, flat knitted sensors rather than printed traces, a published cycle count, and a maker who sells replacement modules. What I would wait on: a single beautiful render, a sealed garment, and a claim of being machine washable with no number attached to it.
The short version: the wash is the product test. Ask for the cycle count, and prefer the design that takes its electronics off before it goes in.