diff --git a/lib/image-diff.js b/lib/image-diff.js
index 1c6441e..1dce48d 100644
--- a/lib/image-diff.js
+++ b/lib/image-diff.js
@@ -73,7 +73,7 @@ ImageDiff.createDiff = function (options, cb) {
     // DEV: According to http://www.imagemagick.org/discourse-server/viewtopic.php?f=1&t=17284
     // DEV: These values are the total square root mean square (RMSE) pixel difference across all pixels and its percentage
     // TODO: This is not very multi-lengual =(
-    var resultInfo = stderr.match(/all: (\d+\.?\d*) \((\d+\.?\d*)\)/);
+    var resultInfo = stderr.match(/all: (\d+\.?\d*) \((\d+\.?\d*e?\-?\d*)\)/);
 
     // If there was no resultInfo, throw a fit
     if (!resultInfo) {
@@ -81,8 +81,12 @@ ImageDiff.createDiff = function (options, cb) {
     }
 
     // Callback with pass/fail
-    var totalDifference = resultInfo[1];
-    return cb(null, totalDifference === '0');
+    var percentDifference = parseFloat(resultInfo[2], 10);
+    var threshold = options.threshold || 0;
+    if (isNaN(percentDifference)) {
+      return cb(new Error('Attempted to parse percentage difference from `image-diff\'s stderr` but got `NaN` from "' + resultInfo[2] + '"'));
+    }
+    return cb(null, percentDifference <= threshold);
   });
 };
 ImageDiff.prototype = {
@@ -91,6 +95,7 @@ ImageDiff.prototype = {
     var actualPath = options.actualImage;
     var expectedPath = options.expectedImage;
     var diffPath = options.diffImage;
+    var threshold = options.threshold;
 
     // Assert our options are passed in
     if (!actualPath) {
@@ -187,7 +192,8 @@ ImageDiff.prototype = {
         ImageDiff.createDiff({
           actualPath: actualTmpPath,
           expectedPath: expectedTmpPath,
-          diffPath: diffPath
+          diffPath: diffPath,
+          threshold: threshold
         }, function saveResult (err, _imagesAreSame) {
           imagesAreSame = _imagesAreSame;
           cb(err);
diff --git a/test/image-diff_test.js b/test/image-diff_test.js
index 5dc829f..8032728 100644
--- a/test/image-diff_test.js
+++ b/test/image-diff_test.js
@@ -23,6 +23,7 @@ rimraf.sync(__dirname + '/actual-files');
 // DEV: This is re-used at end to make sure we clean up tmp files
 var tmpDir = os.tmpdir ? os.tmpdir() : '/tmp';
 before(function () {
+  this.timeout(5000);
   this.expectedTmpFiles = fs.readdirSync(tmpDir);
 });
 
@@ -104,6 +105,44 @@ describe('image-diff', function () {
       assert.deepEqual(this.actualPixels, this.expectedPixels);
     });
   });
+
+  describe('diffing different images over a threshold', function () {
+    runImageDiff({
+      actualImage: __dirname + '/test-files/checkerboard.png',
+      expectedImage: __dirname + '/test-files/white.png',
+      diffImage: __dirname + '/actual-files/over-threshold.png',
+      threshold: 0.2
+    });
+    imageUtils.loadActual('over-threshold.png');
+    imageUtils.loadExpected('different.png');
+
+    it('asserts images are different', function () {
+      assert.strictEqual(this.imagesAreSame, false);
+    });
+
+    it('writes a highlighted image diff to disk', function () {
+      assert.deepEqual(this.actualPixels, this.expectedPixels);
+    });
+  });
+
+  describe('diffing different images under a threshold', function () {
+    runImageDiff({
+      actualImage: __dirname + '/test-files/checkerboard.png',
+      expectedImage: __dirname + '/test-files/white.png',
+      diffImage: __dirname + '/actual-files/under-threshold.png',
+      threshold: 0.9
+    });
+    imageUtils.loadActual('under-threshold.png');
+    imageUtils.loadExpected('different.png');
+
+    it('asserts images are similar enough', function () {
+      assert.strictEqual(this.imagesAreSame, true);
+    });
+
+    it('writes a highlighted image diff to disk', function () {
+      assert.deepEqual(this.actualPixels, this.expectedPixels);
+    });
+  });
 });
 
 describe('After running the tests', function () {