CNBC's Jim Cramer on Friday threw down the gauntlet on Amazon, saying the e-commerce and cloud computing giant's latest fiscal quarter is the best he's ever seen and a "new order."

Cramer said he didn't and won't qualify that statement.

"This was the best quarter I've ever seen of a company," he said on "Squawk on the Street."

"When you do $2 better ... do you not call that the best quarter ever," Cramer asked, rhetorically, referring to Amazon's first-quarter profit of $3.27 per share versus estimates of $1.26. The results were reported Thursday after the closing bell on Wall Street. Overall revenue, which includes Whole Foods' numbers, and revenue from Amazon Web Services also exceeded what analysts had expected.