diff --git a/CHANGES/3003.feature b/CHANGES/3003.feature
new file mode 100644
index 000000000..848939bf9
--- /dev/null
+++ b/CHANGES/3003.feature
@@ -0,0 +1 @@
+Added django admin command to analyse repository disk size.
diff --git a/pulp_rpm/app/management/commands/rpm-repository-storage-analysis.py b/pulp_rpm/app/management/commands/rpm-repository-storage-analysis.py
new file mode 100644
index 000000000..ae9ea4a47
--- /dev/null
+++ b/pulp_rpm/app/management/commands/rpm-repository-storage-analysis.py
@@ -0,0 +1,96 @@
+import json
+import re
+import sys
+from gettext import gettext as _
+
+from argparse import RawDescriptionHelpFormatter
+from django.core.management import BaseCommand
+from django.conf import settings
+
+from pulp_rpm.app.models import RpmRepository
+from pulpcore.plugin.util import get_url, extract_pk
+
+
+def gather_repository_sizes(
+    repositories, include_on_demand=False, include_published_metadata=False
+):
+    """
+    Creates a list containing the size report for given repositories.
+
+    Each entry in the list will contain a dict with following minimal fields:
+        - name: name of the repository
+        - href: href of the repository
+        - disk-size: size in bytes of all artifacts stored on disk in the repository
+
+    Each entry can additionally have the optional fields if specified:
+        - on-demand-size: approximate size in bytes of all on-demand artifacts in the repository
+        - published-metadata-size: size in bytes of all published metadata for the repository
+
+    **Note**: This does not account for the fact that the same artifact can appear in multiple
+    repositories without incurring additional disk storage use. User interpretation of these numbers
+    for individual repositories should consider totals across multiple repositories in the context
+    that artifacts may be shared.
+    """
+    full_report = []
+    for repo in repositories.order_by("name").iterator():
+        report = {"name": repo.name, "href": get_url(repo), "disk-size": repo.disk_size}
+        if include_on_demand:
+            report["on-demand-size"] = repo.on_demand_size
+        if include_published_metadata:
+            report["published-metadata-size"] = repo.published_metadata_size
+        full_report.append(report)
+
+    return full_report
+
+
+def href_list_handler(value):
+    """Common list parsing for a string of hrefs."""
+    r = rf"({settings.API_ROOT}(?:[-_a-zA-Z0-9]+/)?api/v3/repositories/[-_a-z]+/[-_a-z]+/[-a-f0-9]+/)"  # noqa: E501
+    return re.findall(r, value)
+
+
+class Command(BaseCommand):
+    """Django management command for calculating the storage size of a repository."""
+
+    help = __doc__ + gather_repository_sizes.__doc__
+
+    def add_arguments(self, parser):
+        """Set up arguments."""
+        parser.add_argument(
+            "--repositories",
+            type=href_list_handler,
+            required=False,
+            help=_(
+                "List of repository hrefs to generate the report from. Leave blank to include"
+                " all repositories."
+            ),
+        )
+        parser.add_argument(
+            "--include-on-demand",
+            action="store_true",
+            help=_("Include the approximate on-demand artifact sizes"),
+        )
+        parser.add_argument(
+            "--include-published-metadata",
+            action="store_true",
+            help=_("Include the size for the published metadata"),
+        )
+
+        parser.formatter_class = RawDescriptionHelpFormatter
+
+    def handle(self, *args, **options):
+        """Implement the command."""
+        repository_hrefs = options.get("repositories")
+
+        repositories = RpmRepository.objects.all()
+        if repository_hrefs:
+            repos_ids = [extract_pk(r) for r in repository_hrefs]
+            repositories = repositories.filter(pk__in=repos_ids)
+
+        report = gather_repository_sizes(
+            repositories,
+            include_on_demand=options["include_on_demand"],
+            include_published_metadata=options["include_published_metadata"],
+        )
+        json.dump({"repositories": report}, sys.stdout, indent=4)
+        print()
diff --git a/pulp_rpm/app/models/repository.py b/pulp_rpm/app/models/repository.py
index e66e281ce..bb2d08e20 100644
--- a/pulp_rpm/app/models/repository.py
+++ b/pulp_rpm/app/models/repository.py
@@ -22,6 +22,7 @@
     RepositoryContent,
     RepositoryVersion,
     Publication,
+    PublishedMetadata,
     Distribution,
 )
 from pulpcore.plugin.repo_version_utils import (
@@ -261,6 +262,18 @@ def on_new_version(self, version):
                 compression_type=self.compression_type,
             )
 
+    @property
+    def published_metadata_size(self):
+        versions = self.versions.all()
+        publications = Publication.objects.filter(repository_version__in=versions, complete=True)
+        published_metadata = PublishedMetadata.objects.filter(publication__in=publications)
+        size = (
+            Artifact.objects.filter(content__in=published_metadata)
+            .distinct()
+            .aggregate(size=models.Sum("size", default=0))["size"]
+        )
+        return size
+
     def all_content_pks(self):
         """Returns a list of pks for all content stored across all versions."""
         all_content = (