diff --git a/package.json b/package.json
index 5d2c3a90c633..f6175be36168 100644
--- a/package.json
+++ b/package.json
@@ -8,6 +8,8 @@
     "doc": "jsdoc -c development/.jsdoc.json",
     "publish-docs": "gh-pages -d docs/jsdocs",
     "start:test": "gulp dev:test",
+    "benchmark:chrome": "SELENIUM_BROWSER=chrome node test/e2e/benchmark.js",
+    "benchmark:firefox": "SELENIUM_BROWSER=firefox node test/e2e/benchmark.js",
     "build:test": "gulp build:test",
     "test": "yarn test:unit && yarn lint",
     "dapp": "node development/static-server.js test/e2e/contract-test --port 8080",
diff --git a/test/e2e/benchmark.js b/test/e2e/benchmark.js
new file mode 100644
index 000000000000..caaba39b386a
--- /dev/null
+++ b/test/e2e/benchmark.js
@@ -0,0 +1,166 @@
+#!/usr/bin/env node
+
+const path = require('path')
+const { promises: fs, constants: fsConstants } = require('fs')
+const { By, Key } = require('selenium-webdriver')
+const { withFixtures } = require('./helpers')
+const { PAGES } = require('./webdriver/driver')
+
+const DEFAULT_NUM_SAMPLES = 10
+const ALL_PAGES = Object.values(PAGES)
+
+async function measurePage (pageName) {
+  let metrics
+  await withFixtures({ fixtures: 'imported-account' }, async ({ driver }) => {
+    const passwordField = await driver.findElement(By.css('#password'))
+    await passwordField.sendKeys('correct horse battery staple')
+    await passwordField.sendKeys(Key.ENTER)
+    await driver.navigate(pageName)
+    await driver.delay(1000)
+    metrics = await driver.collectMetrics()
+  })
+  return metrics
+}
+
+function calculateResult (calc) {
+  return (result) => {
+    const calculatedResult = {}
+    for (const key of Object.keys(result)) {
+      calculatedResult[key] = calc(result[key])
+    }
+    return calculatedResult
+  }
+}
+const calculateSum = (array) => array.reduce((sum, val) => sum + val)
+const calculateAverage = (array) => calculateSum(array) / array.length
+const minResult = calculateResult((array) => Math.min(...array))
+const maxResult = calculateResult((array) => Math.max(...array))
+const averageResult = calculateResult(array => calculateAverage(array))
+const standardDeviationResult = calculateResult((array) => {
+  const average = calculateAverage(array)
+  const squareDiffs = array.map(value => Math.pow(value - average, 2))
+  return Math.sqrt(calculateAverage(squareDiffs))
+})
+
+async function profilePageLoad (pages, numSamples) {
+  const results = {}
+  for (const pageName of pages) {
+    const runResults = []
+    for (let i = 0; i < numSamples; i += 1) {
+      runResults.push(await measurePage(pageName))
+    }
+
+    if (runResults.some(result => result.navigation.lenth > 1)) {
+      throw new Error(`Multiple navigations not supported`)
+    } else if (runResults.some(result => result.navigation[0].type !== 'navigate')) {
+      throw new Error(`Navigation type ${runResults.find(result => result.navigation[0].type !== 'navigate').navigation[0].type} not supported`)
+    }
+
+    const result = {
+      firstPaint: runResults.map(result => result.paint['first-paint']),
+      domContentLoaded: runResults.map(result => result.navigation[0] && result.navigation[0].domContentLoaded),
+      load: runResults.map(result => result.navigation[0] && result.navigation[0].load),
+      domInteractive: runResults.map(result => result.navigation[0] && result.navigation[0].domInteractive),
+    }
+
+    results[pageName] = {
+      min: minResult(result),
+      max: maxResult(result),
+      average: averageResult(result),
+      standardDeviation: standardDeviationResult(result),
+    }
+  }
+  return results
+}
+
+async function isWritable (directory) {
+  try {
+    await fs.access(directory, fsConstants.W_OK)
+    return true
+  } catch (error) {
+    if (error.code !== 'EACCES') {
+      throw error
+    }
+    return false
+  }
+}
+
+async function getFirstParentDirectoryThatExists (directory) {
+  while (true) {
+    try {
+      await fs.access(directory, fsConstants.F_OK)
+      return directory
+    } catch (error) {
+      if (error.code !== 'ENOENT') {
+        throw error
+      } else if (directory === path.dirname(directory)) {
+        throw new Error('Failed to find parent directory that exists')
+      }
+      directory = path.dirname(directory)
+    }
+  }
+}
+
+async function main () {
+  const args = process.argv.slice(2)
+
+  let pages = ['notification']
+  let numSamples = DEFAULT_NUM_SAMPLES
+  let outputPath
+  let outputDirectory
+  let existingParentDirectory
+
+  while (args.length) {
+    if (/^(--pages|-p)$/i.test(args[0])) {
+      if (args[1] === undefined) {
+        throw new Error('Missing pages argument')
+      }
+      pages = args[1].split(',')
+      for (const page of pages) {
+        if (!ALL_PAGES.includes(page)) {
+          throw new Error(`Invalid page: '${page}`)
+        }
+      }
+      args.splice(0, 2)
+    } else if (/^(--samples|-s)$/i.test(args[0])) {
+      if (args[1] === undefined) {
+        throw new Error('Missing number of samples')
+      }
+      numSamples = parseInt(args[1], 10)
+      if (isNaN(numSamples)) {
+        throw new Error(`Invalid 'samples' argument given: '${args[1]}'`)
+      }
+      args.splice(0, 2)
+    } else if (/^(--out|-o)$/i.test(args[0])) {
+      if (args[1] === undefined) {
+        throw new Error('Missing output filename')
+      }
+      outputPath = path.resolve(args[1])
+      outputDirectory = path.dirname(outputPath)
+      existingParentDirectory = await getFirstParentDirectoryThatExists(outputDirectory)
+      if (!await isWritable(existingParentDirectory)) {
+        throw new Error(`Specified directory is not writable: '${args[1]}'`)
+      }
+      args.splice(0, 2)
+    } else {
+      throw new Error(`Unrecognized argument: '${args[0]}'`)
+    }
+  }
+
+  const results = await profilePageLoad(pages, numSamples)
+
+  if (outputPath) {
+    if (outputDirectory !== existingParentDirectory) {
+      await fs.mkdir(outputDirectory, { recursive: true })
+    }
+    await fs.writeFile(outputPath, JSON.stringify(results, null, 2))
+  } else {
+    console.log(JSON.stringify(results, null, 2))
+  }
+}
+
+main()
+  .catch(e => {
+    console.error(e)
+    process.exit(1)
+  })
diff --git a/test/e2e/webdriver/driver.js b/test/e2e/webdriver/driver.js
index 90a4e32a9a0f..4369f88cdd91 100644
--- a/test/e2e/webdriver/driver.js
+++ b/test/e2e/webdriver/driver.js
@@ -91,6 +91,12 @@ class Driver {
     return await this.driver.get(`${this.extensionUrl}/${page}.html`)
   }
 
+  // Metrics
+
+  async collectMetrics () {
+    return await this.driver.executeScript(collectMetrics)
+  }
+
   // Window management
 
   async openNewPage (url) {
@@ -180,6 +186,29 @@ class Driver {
   }
 }
 
+function collectMetrics () {
+  const results = {
+    paint: {},
+    navigation: [],
+  }
+
+  performance.getEntriesByType('paint').forEach((paintEntry) => {
+    results.paint[paintEntry.name] = paintEntry.startTime
+  })
+
+  performance.getEntriesByType('navigation').forEach((navigationEntry) => {
+    results.navigation.push({
+      domContentLoaded: navigationEntry.domContentLoadedEventEnd,
+      load: navigationEntry.loadEventEnd,
+      domInteractive: navigationEntry.domInteractive,
+      redirectCount: navigationEntry.redirectCount,
+      type: navigationEntry.type,
+    })
+  })
+
+  return results
+}
+
 Driver.PAGES = {
   HOME: 'home',
   NOTIFICATION: 'notification',