diff --git a/lib/graphics.js b/lib/graphics.js
index 07904668..7c442f92 100644
--- a/lib/graphics.js
+++ b/lib/graphics.js
@@ -392,19 +392,24 @@ function graphics(callback) {
     if (_windows) {
       try {
         const basePath = util.WINDIR + '\\System32\\DriverStore\\FileRepository';
-        // find all directories that have an nvidia-smi.exe file
-        const candidateDirs = fs.readdirSync(basePath).filter(dir => {
-          return fs.readdirSync([basePath, dir].join('/')).includes('nvidia-smi.exe');
-        });
-        // use the directory with the most recently created nvidia-smi.exe file
-        const targetDir = candidateDirs.reduce((prevDir, currentDir) => {
-          const previousNvidiaSmi = fs.statSync([basePath, prevDir, 'nvidia-smi.exe'].join('/'));
-          const currentNvidiaSmi = fs.statSync([basePath, currentDir, 'nvidia-smi.exe'].join('/'));
-          return (previousNvidiaSmi.ctimeMs > currentNvidiaSmi.ctimeMs) ? prevDir : currentDir;
-        });
+        let newestNvidiaSmi = null;
+        for (const dir of fs.readdirSync(basePath)) {
+          // nvidia-smi will only be located in directories starting with `nv`.
+          if (!dir.toLowerCase().startsWith('nv')) continue;
+          const path = [basePath, dir, 'nvidia-smi.exe'].join('/');
+          const stats = fs.statSync(path, {
+            throwIfNoEntry: false
+          });
+          if (!stats) continue;
+          if (!newestNvidiaSmi) {
+            newestNvidiaSmi = { stats, path };
+          } else if (stats.ctimeMs > newestNvidiaSmi.stats.ctimeMs) {
+            newestNvidiaSmi = { stats, path };
+          }
+        }
 
-        if (targetDir) {
-          _nvidiaSmiPath = [basePath, targetDir, 'nvidia-smi.exe'].join('/');
+        if (newestNvidiaSmi) {
+          _nvidiaSmiPath = newestNvidiaSmi.path;
         }
       } catch (e) {
         util.noop();