diff --git a/swh/loader/package/loader.py b/swh/loader/package/loader.py
index 07b05e4e2cf78048ee3c5f23fa7a6e6621bdf35b..01b2c3ff08a12d2206e5dcf5b2c4a8a232fca940 100644
--- a/swh/loader/package/loader.py
+++ b/swh/loader/package/loader.py
@@ -659,9 +659,10 @@ class PackageLoader(BaseLoader, Generic[TPackageInfo]):
                     packages_info.append((branch_name, p_info))
             except Exception as e:
                 load_exceptions.append(e)
-                sentry_sdk.capture_exception(e)
                 error = f"Failed to get package info for version {version} of {self.origin.url}"
-                logger.exception(error)
+                if not isinstance(e, NotFound):
+                    sentry_sdk.capture_exception(e)
+                    logger.exception(error)
                 errors.append(f"{error}: {e}")
 
         # Compute the ExtID of each of these packages
diff --git a/swh/loader/package/tests/test_loader.py b/swh/loader/package/tests/test_loader.py
index 441480d2b165d59df5b21ad48b2ea8c0088db128..48555cfe3db841b1281479efcdc0b2bb32be36dc 100644
--- a/swh/loader/package/tests/test_loader.py
+++ b/swh/loader/package/tests/test_loader.py
@@ -19,6 +19,7 @@ from swh.loader.core.loader import (
     SENTRY_VISIT_TYPE_TAG_NAME,
 )
 from swh.loader.core.utils import EMPTY_AUTHOR
+from swh.loader.exception import NotFound
 from swh.loader.package.loader import BasePackageInfo, PackageLoader
 from swh.model.model import (
     ExtID,
@@ -742,3 +743,28 @@ def test_loader_with_duplicated_releases(swh_storage, requests_mock_datadir, moc
             == snapshot.branches[f"branch-v{i}".encode()]
         )
     assert b"HEAD" in snapshot.branches
+
+
+class StubPackageLoaderWithPackageInfoNotFound(StubPackageLoader):
+    def get_package_info(self, version):
+        if version == "v4.0":
+            raise NotFound("Package info not found")
+        else:
+            return super().get_package_info(version)
+
+
+def test_loader_origin_with_package_info_not_found(
+    swh_storage, sentry_events, requests_mock_datadir
+):
+    """NotFound exception for get_package_info should not be sent to sentry."""
+    loader = StubPackageLoaderWithPackageInfoNotFound(swh_storage, ORIGIN_URL)
+
+    assert loader.load() == {
+        "snapshot_id": "eec06c0cb03a0c19d513ad0e9a2b08f547ae7bd2",
+        "status": "eventful",
+    }
+
+    assert loader.load_status() == {"status": "eventful"}
+    assert loader.visit_status() == "partial"
+
+    assert not sentry_events