Asked what he had done with the money, he told police "you'd be surprised at how much I can spend".
Detective Sergeant Wayne Mosdall, who led the Australian investigation, said Williams started robbing houses at a young age, and had more than 50 New Zealand convictions.
"It's all very similar to how he operated here," Mosdall said. "He committed burglaries between 6pm and 10pm - mealtime when families were at home - and he'd climb up to the second or third storey and go through a window, stealing cash from safes and jewellery. He was professional and perfected his craft."
Mosdall said Williams came across as "a nice guy".
"He's a large build - he obviously works out a fair bit - but he never assaulted anyone in the matters that we were investigating."
An Auckland police spokeswoman said Williams had a "comprehensive" history of burglary, car conversion and theft offences in the Auckland region between the late 80s and throughout the 90s.
During a police interview, Williams told officers that an older man had schooled him in how to be a burglar.
One of the interviewing officers joked that Williams must let him know what sort of properties did not appeal to him so he could buy one.
"Just don't get a big flash one," Williams replied.