As of 2024, the record holder is:
Runner-up: The Great Wave (Educa, 40,320 pcs, larger image area).
These are specialty items ($400–$600+), require massive floor space, and take months. Most "large" puzzles top out at 9,000–18,000 pieces (Ravensburger, Kodak, Grafika).