diff --git a/src/core_plugins/timelion/server/series_functions/__tests__/aggregate.js b/src/core_plugins/timelion/server/series_functions/__tests__/aggregate.js
new file mode 100644
index 0000000000000..ec5d849d7a733
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/__tests__/aggregate.js
@@ -0,0 +1,57 @@
+const filename = require('path').basename(__filename);
+const fn = require(`../aggregate/index.js`);
+
+import _ from 'lodash';
+const expect = require('chai').expect;
+import invoke from './helpers/invoke_series_fn.js';
+
+describe(filename, () => {
+
+  let seriesList;
+  beforeEach(() => {
+    seriesList = require('./fixtures/seriesList.js')();
+  });
+
+  it('first', () => {
+    return invoke(fn, [seriesList, 'first']).then((r) => {
+      expect(_.map(r.output.list[1].data, 1)).to.eql([100, 100, 100, 100]);
+    });
+  });
+
+  it('last', () => {
+    return invoke(fn, [seriesList, 'last']).then((r) => {
+      expect(_.map(r.output.list[1].data, 1)).to.eql([20, 20, 20, 20]);
+    });
+  });
+
+  it('min', () => {
+    return invoke(fn, [seriesList, 'min']).then((r) => {
+      expect(_.map(r.output.list[1].data, 1)).to.eql([20, 20, 20, 20]);
+    });
+  });
+
+  it('max', () => {
+    return invoke(fn, [seriesList, 'max']).then((r) => {
+      expect(_.map(r.output.list[1].data, 1)).to.eql([100, 100, 100, 100]);
+    });
+  });
+
+  it('sum', () => {
+    return invoke(fn, [seriesList, 'sum']).then((r) => {
+      expect(_.map(r.output.list[1].data, 1)).to.eql([220, 220, 220, 220]);
+    });
+  });
+
+  it('cardinality', () => {
+    return invoke(fn, [seriesList, 'cardinality']).then((r) => {
+      expect(_.map(r.output.list[1].data, 1)).to.eql([3, 3, 3, 3]);
+    });
+  });
+
+  it('avg', () => {
+    return invoke(fn, [seriesList, 'avg']).then((r) => {
+      expect(_.map(r.output.list[1].data, 1)).to.eql([55, 55, 55, 55]);
+    });
+  });
+
+});
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/avg.js b/src/core_plugins/timelion/server/series_functions/aggregate/avg.js
new file mode 100644
index 0000000000000..90a4ff5eda964
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/avg.js
@@ -0,0 +1,5 @@
+import _ from 'lodash';
+
+module.exports = function (points) {
+  return _.sum(points) / points.length;
+};
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/cardinality.js b/src/core_plugins/timelion/server/series_functions/aggregate/cardinality.js
new file mode 100644
index 0000000000000..e1f0d08834d62
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/cardinality.js
@@ -0,0 +1,5 @@
+import _ from 'lodash';
+
+module.exports = function (points) {
+  return _.uniq(points).length;
+};
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/first.js b/src/core_plugins/timelion/server/series_functions/aggregate/first.js
new file mode 100644
index 0000000000000..3036c5b541d45
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/first.js
@@ -0,0 +1,5 @@
+import _ from 'lodash';
+
+module.exports = function (points) {
+  return _.first(points);
+};
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/index.js b/src/core_plugins/timelion/server/series_functions/aggregate/index.js
new file mode 100644
index 0000000000000..11a6befb5a93d
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/index.js
@@ -0,0 +1,41 @@
+import alter from '../../lib/alter.js';
+import Chainable from '../../lib/classes/chainable';
+import _ from 'lodash';
+
+const functions = {
+  avg: require('./avg'),
+  cardinality: require('./cardinality'),
+  min: require('./min'),
+  max: require('./max'),
+  last: require('./last'),
+  first: require('./first'),
+  sum: require('./sum')
+};
+
+module.exports = new Chainable('aggregate', {
+  args: [
+    {
+      name: 'inputSeries',
+      types: ['seriesList']
+    },
+    {
+      name: 'function',
+      types: ['string'],
+      help: 'One of ' + _.keys(functions).join(', ')
+    }
+  ],
+  help: 'Creates a static line based on result of processing all points in the series.' +
+  ' Available functions: ' + _.keys(functions).join(', '),
+  fn: function aggregateFn(args) {
+    const fn = functions[args.byName.function];
+    if (!fn) throw new Error('.aggregate() function must be one of: ' + _.keys(functions).join(', '));
+
+    return alter(args, function (eachSeries) {
+      const times = _.map(eachSeries.data, 0);
+      const values = _.map(eachSeries.data, 1);
+
+      eachSeries.data = _.zip(times, _.fill(values, fn(values)));
+      return eachSeries;
+    });
+  }
+});
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/last.js b/src/core_plugins/timelion/server/series_functions/aggregate/last.js
new file mode 100644
index 0000000000000..ef214c896a4dd
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/last.js
@@ -0,0 +1,5 @@
+import _ from 'lodash';
+
+module.exports = function (points) {
+  return _.last(points);
+};
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/max.js b/src/core_plugins/timelion/server/series_functions/aggregate/max.js
new file mode 100644
index 0000000000000..3edf18002cec0
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/max.js
@@ -0,0 +1,5 @@
+import _ from 'lodash';
+
+module.exports = function (points) {
+  return _.max(points);
+};
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/min.js b/src/core_plugins/timelion/server/series_functions/aggregate/min.js
new file mode 100644
index 0000000000000..8c5ce385272ab
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/min.js
@@ -0,0 +1,5 @@
+import _ from 'lodash';
+
+module.exports = function (points) {
+  return _.min(points);
+};
diff --git a/src/core_plugins/timelion/server/series_functions/aggregate/sum.js b/src/core_plugins/timelion/server/series_functions/aggregate/sum.js
new file mode 100644
index 0000000000000..e32d6e7f73228
--- /dev/null
+++ b/src/core_plugins/timelion/server/series_functions/aggregate/sum.js
@@ -0,0 +1,5 @@
+import _ from 'lodash';
+
+module.exports = function (points) {
+  return _.sum(points);
+};