I have been looking through the Chrome headless browser documentation but unable to found this information so far.
Is it possible to capture the rendered font on a website? This information is available through the Chrome dev console.

Puppeteer doesn't expose this API directly, but it's possible to use the raw devtools protocol to get the "Rendered Fonts" information:
const puppeteer = require('puppeteer');
(async () => {
  const browser = await puppeteer.launch();
  const page = await browser.newPage();
  await page.goto('https://www.stackoverflow.com/');
  await page._client.send('DOM.enable');
  await page._client.send('CSS.enable');
  const doc = await page._client.send('DOM.getDocument');
  const node = await page._client.send('DOM.querySelector', {nodeId: doc.root.nodeId, selector: 'h1'});
  const fonts = await page._client.send('CSS.getPlatformFontsForNode', {nodeId: node.nodeId});
  console.log(fonts);
  await browser.close();
})();
The devtools protocol documentation for CSS.getPlatformFontsForNode can be found here: https://chromedevtools.github.io/devtools-protocol/tot/CSS#method-getPlatformFontsForNode
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