In the last quarter, they only had to allegate 26 % of revenue to sales in marketing. That's down from 33% a year ago. Whereas that then allowed them to invest more in their research and development. There are in deline, they made up 30 percent of revenue last quarter. They're great and reaching out to developers. It's very strong developer motion. In fact, it's gotten to the point where data dog can continue to grow at such a high rate even by spending incrementally less on sales in marketng. Pretty amazing, those three levers that they are able to pull.

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