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diff --git a/docs/index.rst b/docs/index.rst
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -237,3 +237,4 @@
api-reference
archive-changelog
journal
+ statsd
diff --git a/docs/statsd.rst b/docs/statsd.rst
new file mode 100644
--- /dev/null
+++ b/docs/statsd.rst
@@ -0,0 +1,253 @@
+.. _swh_statsd_metrics:
+
+Statsd metrics and Grafana dashboards
+=====================================
+
+This page lists all statsd metrics reported by Software Heritage's components,
+and other metrics commonly used to monitor them
+
+.. _swh_statsd_metrics_archive:
+
+Archive
+-------
+
+* ``sql_swh_archive_object_count``
+* ``sql_swh_scheduler_delay``
+* ``swh_archive_object_total``
+
+.. _swh_statsd_metrics_journal:
+
+Journal
+-------
+
+* ``swh_journal_client_handle_message_total``
+* ``swh_journal_client_status``
+
+Client progress and status is monitored using the `Kafka estimated time to completion
+<https://grafana.softwareheritage.org/d/Jayj4QsGk/kafka-estimated-time-to-completion>`
+dashboard for a loader-specific view, and `Kafka consumer lags
+<https://grafana.softwareheritage.org/d/KvQqUhsWz/kafka-consumers-lag>` to show all
+consumers at once.
+
+.. _swh_statsd_metrics_indexers:
+
+Indexers
+--------
+
+See :ref:`swh_statsd_metrics_rpc`.
+
+.. _swh_statsd_metrics_loaders:
+
+Loaders
+-------
+
+Filterered objects, ie. objects received by the loader that the archive
+already has (currently only reported by the Git loader):
+
+* ``swh_loader_filtered_objects_percent_bucket``
+* ``swh_loader_filtered_objects_percent_count``
+* ``swh_loader_filtered_objects_percent_sum``
+* ``swh_loader_filtered_objects_total_count``
+* ``swh_loader_filtered_objects_total_sum``
+
+Git references which are not loaded:
+
+* ``swh_loader_git_ignored_refs_percent_bucket``
+* ``swh_loader_git_ignored_refs_percent_count``
+* ``swh_loader_git_ignored_refs_percent_sum``
+* ``swh_loader_git_known_refs_percent_bucket``
+* ``swh_loader_git_known_refs_percent_count``
+* ``swh_loader_git_known_refs_percent_sum``
+* ``swh_loader_git_total``
+
+Metadata loading:
+
+* ``swh_loader_metadata_fetchers_count`` and ``swh_loader_metadata_fetchers_sum``: the ratio is the average number of fetchers used by visit
+* ``swh_loader_metadata_objects_count``: total number of metadata objects loaded
+* ``swh_loader_metadata_objects_sum``
+* ``swh_loader_metadata_parent_origins_count`` and ``swh_loader_metadata_parent_origins_sum``: the ratio is the average number of origins this origin is a fork of
+
+Performance (all labeled with the name of an operation; and for the git loader,
+by whether they are incremental):
+
+* ``swh_loader_operation_duration_seconds_bucket``
+* ``swh_loader_operation_duration_seconds_count``
+* ``swh_loader_operation_duration_seconds_error_count``
+* ``swh_loader_operation_duration_seconds_sum``
+
+Loader status is monitored through the `Ingestion status`_ and `Loader metrics`_
+dashboards, which are focused respectively on loaded objects and loaders themselves.
+
+.. _Ingestion status: https://grafana.softwareheritage.org/d/Cgi8dR8Wz/ingestion-status
+.. _Loader metrics: https://grafana.softwareheritage.org/d/FqGC4zu7z/vlorentz-loader-metrics
+
+.. _swh_statsd_metrics_objstorage:
+
+Object storage
+--------------
+
+In addition to :ref:`swh_statsd_metrics_rpc`,
+
+* ``swh_objstorage_in_bytes_total``
+* ``swh_objstorage_out_bytes_total``
+
+.. _swh_statsd_metrics_provenance:
+
+Provenance
+----------
+
+* ``swh_provenance_archive_direct_duration_seconds_bucket``
+* ``swh_provenance_archive_direct_duration_seconds_count``
+* ``swh_provenance_archive_direct_duration_seconds_error_count``
+* ``swh_provenance_archive_direct_duration_seconds_sum``
+* ``swh_provenance_archive_graph_duration_seconds_bucket``
+* ``swh_provenance_archive_graph_duration_seconds_count``
+* ``swh_provenance_archive_graph_duration_seconds_sum``
+* ``swh_provenance_archive_multiplexed_duration_seconds_bucket``
+* ``swh_provenance_archive_multiplexed_duration_seconds_count``
+* ``swh_provenance_archive_multiplexed_duration_seconds_error_count``
+* ``swh_provenance_archive_multiplexed_duration_seconds_sum``
+* ``swh_provenance_archive_multiplexed_per_backend_count``
+* ``swh_provenance_backend_duration_seconds_bucket``
+* ``swh_provenance_backend_duration_seconds_count``
+* ``swh_provenance_backend_duration_seconds_error_count``
+* ``swh_provenance_backend_duration_seconds_sum``
+* ``swh_provenance_backend_operations_total``
+* ``swh_provenance_graph_duration_seconds_bucket``
+* ``swh_provenance_graph_duration_seconds_count``
+* ``swh_provenance_graph_duration_seconds_error_count``
+* ``swh_provenance_graph_duration_seconds_sum``
+* ``swh_provenance_origin_revision_layer_duration_seconds_bucket``
+* ``swh_provenance_origin_revision_layer_duration_seconds_count``
+* ``swh_provenance_origin_revision_layer_duration_seconds_error_count``
+* ``swh_provenance_origin_revision_layer_duration_seconds_sum``
+* ``swh_provenance_storage_postgresql_duration_seconds_bucket``
+* ``swh_provenance_storage_postgresql_duration_seconds_count``
+* ``swh_provenance_storage_postgresql_duration_seconds_error_count``
+* ``swh_provenance_storage_postgresql_duration_seconds_sum``
+* ``swh_provenance_storage_rabbitmq_duration_seconds_bucket``
+* ``swh_provenance_storage_rabbitmq_duration_seconds_count``
+* ``swh_provenance_storage_rabbitmq_duration_seconds_error_count``
+* ``swh_provenance_storage_rabbitmq_duration_seconds_sum``
+
+`Index of Provenance dashboards
+<https://grafana.softwareheritage.org/dashboards/f/eKOFn6y7k/provenance>`_
+
+.. _swh_statsd_metrics_replayers:
+
+Content and graph replayers
+---------------------------
+
+* ``swh_content_replayer_bytes``
+* ``swh_content_replayer_duration_seconds_bucket``
+* ``swh_content_replayer_duration_seconds_count``
+* ``swh_content_replayer_duration_seconds_error_count``
+* ``swh_content_replayer_duration_seconds_sum``
+* ``swh_content_replayer_operations_total``
+* ``swh_content_replayer_retries_total``
+* ``swh_graph_replayer_duration_seconds_bucket``
+* ``swh_graph_replayer_duration_seconds_count``
+* ``swh_graph_replayer_duration_seconds_sum``
+* ``swh_graph_replayer_operations_total``
+
+Dashboards:
+
+* `Cassandra <https://grafana.softwareheritage.org/d/HW1-UgO4k/cassandra-replayers>`__
+* `S3 <https://grafana.softwareheritage.org/d/d3l2oqXWz/s3-object-copy>`__
+
+.. _swh_statsd_metrics_rpc:
+
+RPC servers
+-----------
+
+``indexer_storage``, ``objstorage``, ``storage``, ``search``
+each report this set of metrics:
+
+* ``swh_<NAME>_request_duration_seconds_bucket``
+* ``swh_<NAME>_request_duration_seconds_count``
+* ``swh_<NAME>_request_duration_seconds_error_count``
+* ``swh_<NAME>_request_duration_seconds_sum``
+
+``indexer_storage``, and ``search`` also have:
+
+* ``swh_<NAME>_operations_total``
+
+.. _swh_statsd_metrics_scheduler:
+
+Scheduler
+---------
+
+* ``swh_scheduler_listener_handled_event_total``
+* ``swh_scheduler_origins_enabled``
+* ``swh_scheduler_origins_known``
+* ``swh_scheduler_origins_last_update``
+* ``swh_scheduler_origins_never_visited``
+* ``swh_scheduler_origins_with_pending_changes``
+* ``swh_scheduler_runner_scheduled_task_total``
+* ``swh_task_called_count``
+* ``swh_task_duration_seconds_bucket``
+* ``swh_task_duration_seconds_count``
+* ``swh_task_duration_seconds_error_count``
+* ``swh_task_duration_seconds_sum``
+* ``swh_task_end_ts``
+* ``swh_task_failure_count``
+* ``swh_task_start_ts``
+* ``swh_task_success_count``
+
+.. _swh_statsd_metrics_search:
+
+Search
+------
+
+See :ref:`swh_statsd_metrics_rpc`.
+
+.. _swh_statsd_metrics_scrubber:
+
+Scrubber
+--------
+
+Performance:
+
+* ``swh_scrubber_batch_duration_seconds_bucket``
+* ``swh_scrubber_batch_duration_seconds_count``
+* ``swh_scrubber_batch_duration_seconds_error_count``
+* ``swh_scrubber_batch_duration_seconds_sum``
+* ``swh_scrubber_objects_hashed_total``
+
+Corruptions found:
+
+* ``swh_scrubber_hash_mismatch_total``
+* ``swh_scrubber_missing_object_total``
+
+.. _swh_statsd_metrics_storage:
+
+Storage
+-------
+
+In addition to :ref:`swh_statsd_metrics_rpc`,
+
+* ``swh_storage_operations_bytes_total``, which reports the total number of content bytes
+ going through the RPC server
+
+.. _swh_statsd_metrics_webapp:
+
+Webapp
+------
+
+* ``swh_web_accepted_save_requests``
+* ``swh_web_save_requests_delay_seconds``
+* ``swh_web_submitted_save_requests``
+* ``swh_web_submitted_save_requests_from_webhooks``
+
+Dashboard: `Save Code Now
+<https://grafana.softwareheritage.org/d/WXRVVc_Mz/save-code-now>`_
+
+.. _swh_statsd_metrics_misc:
+
+Other metrics
+-------------
+
+Performance of end-to-end tests:
+
+* ``swh_e2e_duration_seconds``
+* ``swh_e2e_status``

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