I got a 50 discrete 5mm white LED from ebay for only $1. They seemed to work fine for intermittent use. However I used some for 24/7 lighting and they soon dim to less 1/10 brightness less than 6 months. I tested my circuit, the bridge rectifier and filter cap checked out, the voltage drop and current draw for all the LED were fine, just the light output was very dim.
I guess I will have to get quality LEDs from known suppliers and not from ebay or Amazon where you never know what you get. The money saved doesn't overcome my labor to rebuild the circuit.