diff --git a/CHANGELOG.md b/CHANGELOG.md
index 02a20480a3f..24e0a92db15 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,11 @@
 # Changelog
 
+## Unreleased
+
+* Fix binary downloads from the `@esbuild/` scope for Deno ([#2729](https://github.com/evanw/esbuild/issues/2729))
+
+    Version 0.16.0 of esbuild moved esbuild's binary executables into npm packages under the `@esbuild/` scope, which accidentally broke the binary downloader script for Deno. This release fixes this script so it should now be possible to use esbuild version 0.16.4+ with Deno.
+
 ## 0.16.3
 
 * Fix a hang with the JS API in certain cases ([#2727](https://github.com/evanw/esbuild/issues/2727))
diff --git a/lib/deno/mod.ts b/lib/deno/mod.ts
index 19a7aafc559..68fd848e560 100644
--- a/lib/deno/mod.ts
+++ b/lib/deno/mod.ts
@@ -67,7 +67,7 @@ async function installFromNPM(name: string, subpath: string): Promise<string> {
   } catch (e) {
   }
 
-  const url = `https://registry.npmjs.org/${name}/-/${name}-${version}.tgz`
+  const url = `https://registry.npmjs.org/${name}/-/${name.replace('@esbuild/', '')}-${version}.tgz`
   const buffer = await fetch(url).then(r => r.arrayBuffer())
   const executable = extractFileFromTarGzip(new Uint8Array(buffer), subpath)
 
@@ -112,7 +112,7 @@ function getCachePath(name: string): { finalPath: string, finalDir: string } {
 
   if (!baseDir) throw new Error('Failed to find cache directory')
   const finalDir = baseDir + `/esbuild/bin`
-  const finalPath = finalDir + `/${name}@${version}`
+  const finalPath = finalDir + `/${name.replace('/', '-')}@${version}`
   return { finalPath, finalDir }
 }