diff --git a/news/688.update.rst b/news/688.update.rst
new file mode 100644
index 00000000..2eba6575
--- /dev/null
+++ b/news/688.update.rst
@@ -0,0 +1 @@
+Collect package metadata for ``eth-hash`` (fixes ``PackageNotFoundError``).
diff --git a/requirements-test-libraries.txt b/requirements-test-libraries.txt
index 1f56c35a..589a25a8 100644
--- a/requirements-test-libraries.txt
+++ b/requirements-test-libraries.txt
@@ -170,6 +170,7 @@ langchain==0.1.0
 seedir==0.4.2
 cel-python==0.1.5
 pygwalker==0.4.2
+eth-hash==0.6.0
 
 # ------------------- Platform (OS) specifics
 
diff --git a/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-eth_hash.py b/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-eth_hash.py
index 1b22c286..89864fde 100644
--- a/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-eth_hash.py
+++ b/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-eth_hash.py
@@ -10,7 +10,11 @@
 # SPDX-License-Identifier: GPL-2.0-or-later
 # ------------------------------------------------------------------
 
-from PyInstaller.utils.hooks import collect_submodules
+from PyInstaller.utils.hooks import collect_submodules, copy_metadata, is_module_satisfies
 
 # The ``eth_hash.utils.load_backend`` function does a dynamic import.
 hiddenimports = collect_submodules('eth_hash.backends')
+
+# As of eth-hash 0.6.0, it uses importlib.metadata.version() set its __version__ attribute
+if is_module_satisfies("eth-hash >= 0.6.0"):
+    datas = copy_metadata("eth-hash")