diff --git a/dvc/info.py b/dvc/info.py
index 396713c58..b165e0093 100644
--- a/dvc/info.py
+++ b/dvc/info.py
@@ -100,9 +100,11 @@ def _get_linktype_support_info(repo):
 def _get_subprojects():
     subprojects = []
     for subproject in SUBPROJECTS:
-        subprojects.append(
-            f"{subproject} = " f"{importlib_metadata.version(subproject)}"
-        )
+        try:
+            version = importlib_metadata.version(subproject)
+            subprojects.append(f"{subproject} = {version}")
+        except ImportError:
+            pass
 
     return "\n\t" + "\n\t".join(subprojects)
 
diff --git a/tests/func/test_version.py b/tests/func/test_version.py
index 22d9a5708..22cbe4101 100644
--- a/tests/func/test_version.py
+++ b/tests/func/test_version.py
@@ -23,3 +23,26 @@ def test_(tmp_dir, dvc, scm, capsys):
     assert re.search(r"Caches: local", out)
     assert re.search(r"Remotes: None", out)
     assert "Repo: dvc, git" in out
+
+
+def test_import_error(tmp_dir, dvc, scm, capsys, monkeypatch):
+    import importlib.metadata as importlib_metadata
+
+    original = importlib_metadata.version
+
+    def _import_error(name):
+        if name == "dvclive":
+            raise ImportError
+        return original(name)
+
+    monkeypatch.setattr(importlib_metadata, "version", _import_error)
+    assert main(["version"]) == 0
+
+    out, _ = capsys.readouterr()
+
+    for subproject in SUBPROJECTS:
+        match = re.search(rf"{subproject} = {DVC_VERSION_REGEX}", out)
+        if subproject != "dvclive":
+            assert match
+        else:
+            assert match is None