I guess they’re using browser fingerprints beyond cookies, such as WebGL to ID your hardware. Firefox on Strict with uBlockOrigin would probably prevent them IDing you. I doubt your IP factors in much because many people share IPs and it automatically rotates once in a while anyway.
I heard the best deals happen closer to the end of the sale. Not sure if true.