diff --git a/test/bench/package.json b/test/bench/package.json
index 71647e67..3199cd70 100644
--- a/test/bench/package.json
+++ b/test/bench/package.json
@@ -10,6 +10,7 @@
   "devDependencies": {
     "@squoosh/cli": "0.7.2",
     "@squoosh/lib": "0.4.0",
+    "@tensorflow/tfjs-node": "^3.20.0",
     "async": "3.2.4",
     "benchmark": "2.1.4",
     "gm": "1.23.1",
diff --git a/test/bench/perf.js b/test/bench/perf.js
index abacdbdf..569b6c64 100644
--- a/test/bench/perf.js
+++ b/test/bench/perf.js
@@ -14,6 +14,8 @@ const imagemagick = require('imagemagick');
 const mapnik = require('mapnik');
 const jimp = require('jimp');
 const squoosh = require('@squoosh/lib');
+process.env.TF_CPP_MIN_LOG_LEVEL = 1;
+const tfjs = require('@tensorflow/tfjs-node');
 
 const fixtures = require('../fixtures');
 
@@ -250,6 +252,24 @@ async.series({
           });
       }
     });
+    // tfjs
+    jpegSuite.add('tfjs-node-buffer-buffer', {
+      defer: true,
+      fn: function (deferred) {
+        const decoded = tfjs.node.decodeJpeg(inputJpgBuffer);
+        const resized = tfjs.image.resizeBilinear(decoded, [height, width]);
+        tfjs
+          .node
+          .encodeJpeg(resized, 'rgb', 80)
+          .then(function () {
+            deferred.resolve();
+            tfjs.disposeVariables();
+          })
+          .catch(function (err) {
+            throw err;
+          });
+      }
+    });
     // sharp
     jpegSuite.add('sharp-buffer-file', {
       defer: true,