Yeah as someone who has deployed SD-based and eMMC-based systems in industrial spaces, SD cards are hot garbage compared to eMMC and I would strongly recommend not using them in anything that needs to be reliable.
1. Absolutely don't lie about their capacity
2. Have a reasonable MTBF
3. Are reliably fast
But instead we're all dealing with an industry that raced to the bottom years ago.
I'm concerned that the same mentality will infect the eMMC market eventually and it will become impossible to find quality parts after a couple of years.
It costs a pretty penny though. $40 for a 2GB non micro card was the last quote I got.