Are RAM compatibility tools reliable for choosing memory?

Yes, they work for basic compatibility, but they may only recommend their own brand and miss BIOS updates or timing differences. Manual matching by checking your motherboard’s QVL gives more control and better deals. Either way, a five-minute check of the supported memory list is worth it.