diff --git a/swh/web/tests/api/test_utils.py b/swh/web/tests/api/test_utils.py
--- a/swh/web/tests/api/test_utils.py
+++ b/swh/web/tests/api/test_utils.py
@@ -5,13 +5,10 @@
 
 import random
 
-from hypothesis import given
-
 from swh.model.hashutil import DEFAULT_ALGORITHMS
 from swh.web.api import utils
 from swh.web.common.origin_visits import get_origin_visits
 from swh.web.common.utils import resolve_branch_alias, reverse
-from swh.web.tests.strategies import snapshot
 
 url_map = [
     {
@@ -496,7 +493,6 @@
     assert actual_revision == revision_data
 
 
-@given(snapshot())
 def test_enrich_snapshot(api_request_factory, archive_data, snapshot):
     snapshot_data = archive_data.snapshot_get(snapshot)
 
diff --git a/swh/web/tests/api/views/test_identifiers.py b/swh/web/tests/api/views/test_identifiers.py
--- a/swh/web/tests/api/views/test_identifiers.py
+++ b/swh/web/tests/api/views/test_identifiers.py
@@ -10,7 +10,6 @@
 from swh.web.common.utils import reverse
 from swh.web.tests.data import random_sha1
 from swh.web.tests.strategies import (
-    snapshot,
     unknown_content,
     unknown_directory,
     unknown_release,
@@ -20,7 +19,6 @@
 from swh.web.tests.utils import check_api_get_responses, check_api_post_responses
 
 
-@given(snapshot())
 def test_swhid_resolve_success(
     api_client, content, directory, origin, release, revision, snapshot
 ):
@@ -111,7 +109,6 @@
     check_api_get_responses(api_client, url, status_code=400)
 
 
-@given(snapshot())
 def test_api_known_swhid_all_present(
     api_client, content, directory, release, revision, snapshot
 ):
diff --git a/swh/web/tests/api/views/test_snapshot.py b/swh/web/tests/api/views/test_snapshot.py
--- a/swh/web/tests/api/views/test_snapshot.py
+++ b/swh/web/tests/api/views/test_snapshot.py
@@ -12,11 +12,10 @@
 from swh.web.api.utils import enrich_snapshot
 from swh.web.common.utils import reverse
 from swh.web.tests.data import random_sha1
-from swh.web.tests.strategies import new_snapshot, snapshot
+from swh.web.tests.strategies import new_snapshot
 from swh.web.tests.utils import check_api_get_responses, check_http_get_response
 
 
-@given(snapshot())
 def test_api_snapshot(api_client, archive_data, snapshot):
 
     url = reverse("api-1-snapshot", url_args={"snapshot_id": snapshot})
@@ -26,7 +25,6 @@
     assert rv.data == expected_data
 
 
-@given(snapshot())
 def test_api_snapshot_paginated(api_client, archive_data, snapshot):
 
     branches_offset = 0
@@ -88,7 +86,6 @@
     assert rv.data == whole_snapshot
 
 
-@given(snapshot())
 def test_api_snapshot_filtered(api_client, archive_data, snapshot):
 
     snapshot_branches = []
@@ -125,7 +122,6 @@
     check_api_get_responses(api_client, url, status_code=404)
 
 
-@given(snapshot())
 def test_api_snapshot_uppercase(api_client, snapshot):
     url = reverse(
         "api-1-snapshot-uppercase-checksum", url_args={"snapshot_id": snapshot.upper()}
diff --git a/swh/web/tests/browse/test_snapshot_context.py b/swh/web/tests/browse/test_snapshot_context.py
--- a/swh/web/tests/browse/test_snapshot_context.py
+++ b/swh/web/tests/browse/test_snapshot_context.py
@@ -5,8 +5,6 @@
 
 import random
 
-from hypothesis import given
-
 from swh.model.swhids import ObjectType
 from swh.web.browse.snapshot_context import (
     _get_release,
@@ -23,7 +21,6 @@
     SnapshotReleaseInfo,
 )
 from swh.web.common.utils import format_utc_iso_date, reverse
-from swh.web.tests.strategies import snapshot
 
 
 def test_get_origin_visit_snapshot_simple(archive_data, origin_with_multiple_visits):
@@ -87,7 +84,6 @@
         assert origin_visit_branches == (branches, releases, aliases)
 
 
-@given(snapshot())
 def test_get_snapshot_context_no_origin(archive_data, snapshot):
 
     for browse_context, kwargs in (
diff --git a/swh/web/tests/browse/views/test_identifiers.py b/swh/web/tests/browse/views/test_identifiers.py
--- a/swh/web/tests/browse/views/test_identifiers.py
+++ b/swh/web/tests/browse/views/test_identifiers.py
@@ -6,14 +6,11 @@
 import random
 from urllib.parse import quote
 
-from hypothesis import given
-
 from swh.model.model import Origin
 from swh.model.swhids import ObjectType
 from swh.web.common.identifiers import gen_swhid
 from swh.web.common.utils import reverse
 from swh.web.tests.django_asserts import assert_contains
-from swh.web.tests.strategies import snapshot
 from swh.web.tests.utils import check_html_get_response
 
 
@@ -100,7 +97,6 @@
         assert resp["location"] == release_browse_url
 
 
-@given(snapshot())
 def test_snapshot_id_browse(client, snapshot):
     swhid = gen_swhid(ObjectType.SNAPSHOT, snapshot)
 
diff --git a/swh/web/tests/common/test_archive.py b/swh/web/tests/common/test_archive.py
--- a/swh/web/tests/common/test_archive.py
+++ b/swh/web/tests/common/test_archive.py
@@ -34,7 +34,6 @@
     new_origin,
     new_revision,
     sha256,
-    snapshot,
     unknown_content,
     unknown_contents,
     unknown_directory,
@@ -796,7 +795,6 @@
     )
 
 
-@given(snapshot())
 def test_lookup_known_objects(
     archive_data, content, directory, release, revision, snapshot
 ):
@@ -984,7 +982,6 @@
     )
 
 
-@given(snapshot())
 def test_lookup_snapshot_sizes(archive_data, snapshot):
     branches = archive_data.snapshot_get(snapshot)["branches"]
 
@@ -1031,7 +1028,6 @@
     )
 
 
-@given(snapshot())
 def test_lookup_snapshot_alias(snapshot):
     resolved_alias = archive.lookup_snapshot_alias(snapshot, "HEAD")
     assert resolved_alias is not None
diff --git a/swh/web/tests/common/test_identifiers.py b/swh/web/tests/common/test_identifiers.py
--- a/swh/web/tests/common/test_identifiers.py
+++ b/swh/web/tests/common/test_identifiers.py
@@ -6,7 +6,6 @@
 import random
 from urllib.parse import quote
 
-from hypothesis import given
 import pytest
 
 from swh.model.hashutil import hash_to_bytes
@@ -25,7 +24,6 @@
 from swh.web.common.typing import SWHObjectInfo
 from swh.web.common.utils import reverse
 from swh.web.tests.data import random_sha1
-from swh.web.tests.strategies import snapshot
 
 
 def test_gen_swhid(content):
@@ -63,7 +61,6 @@
     assert e.match("Invalid swh object type")
 
 
-@given(snapshot())
 def test_resolve_swhid_legacy(content, directory, release, revision, snapshot):
     for obj_type, obj_id in (
         (ObjectType.CONTENT, content["sha1_git"]),
@@ -100,7 +97,6 @@
         resolve_swhid(f"swh:1:ori:{random_sha1()}")
 
 
-@given(snapshot())
 def test_get_swhid(content, directory, release, revision, snapshot):
     for obj_type, obj_id in (
         (ObjectType.CONTENT, content["sha1_git"]),
@@ -119,7 +115,6 @@
         get_swhid("foo")
 
 
-@given(snapshot())
 def test_group_swhids(content, directory, release, revision, snapshot):
     swhids = []
     expected = {}
diff --git a/swh/web/tests/common/test_middlewares.py b/swh/web/tests/common/test_middlewares.py
--- a/swh/web/tests/common/test_middlewares.py
+++ b/swh/web/tests/common/test_middlewares.py
@@ -3,19 +3,16 @@
 # License: GNU Affero General Public License version 3, or any later version
 # See top-level LICENSE file for more information
 
-from hypothesis import given
 import pytest
 
 from django.test import modify_settings
 
 from swh.web.common.utils import reverse
-from swh.web.tests.strategies import snapshot
 
 
 @modify_settings(
     MIDDLEWARE={"remove": ["swh.web.common.middlewares.ExceptionMiddleware"]}
 )
-@given(snapshot())
 def test_exception_middleware_disabled(client, mocker, snapshot):
     mock_browse_snapshot_directory = mocker.patch(
         "swh.web.browse.views.snapshot.browse_snapshot_directory"
@@ -28,7 +25,6 @@
         client.get(url)
 
 
-@given(snapshot())
 def test_exception_middleware_enabled(client, mocker, snapshot):
     mock_browse_snapshot_directory = mocker.patch(
         "swh.web.browse.views.snapshot.browse_snapshot_directory"
diff --git a/swh/web/tests/conftest.py b/swh/web/tests/conftest.py
--- a/swh/web/tests/conftest.py
+++ b/swh/web/tests/conftest.py
@@ -520,9 +520,16 @@
     )
 
 
+@pytest.fixture(scope="function")
+def snapshot(tests_data):
+    """Fixture returning a random snapshot ingested into the test archive.
+    """
+    return random.choice(_known_swh_objects(tests_data, "snapshots"))
+
+
 @pytest.fixture(scope="function")
 def origin(tests_data):
-    """Fixturee returning a random origin ingested into the test archive.
+    """Fixture returning a random origin ingested into the test archive.
     """
     return random.choice(_known_swh_objects(tests_data, "origins"))
 
@@ -610,6 +617,14 @@
     return _object_type_swhid(tests_data, ObjectType.REVISION)
 
 
+@pytest.fixture(scope="function")
+def snapshot_swhid():
+    """Fixture returning a qualified SWHID for a snapshot object
+    ingested into the test archive.
+    """
+    return _object_type_swhid(tests_data, ObjectType.SNAPSHOT)
+
+
 # Fixture to manipulate data from a sample archive used in the tests
 @pytest.fixture(scope="function")
 def archive_data(tests_data):
diff --git a/swh/web/tests/misc/test_badges.py b/swh/web/tests/misc/test_badges.py
--- a/swh/web/tests/misc/test_badges.py
+++ b/swh/web/tests/misc/test_badges.py
@@ -16,7 +16,6 @@
 from swh.web.tests.strategies import (
     invalid_sha1,
     new_origin,
-    snapshot,
     unknown_content,
     unknown_directory,
     unknown_release,
@@ -46,7 +45,6 @@
     _test_badge_endpoints(client, "revision", revision)
 
 
-@given(snapshot())
 def test_snapshot_badge(client, snapshot):
     _test_badge_endpoints(client, "snapshot", snapshot)
 
diff --git a/swh/web/tests/strategies.py b/swh/web/tests/strategies.py
--- a/swh/web/tests/strategies.py
+++ b/swh/web/tests/strategies.py
@@ -8,21 +8,12 @@
 
 from hypothesis import assume, settings
 from hypothesis.extra.dateutil import timezones
-from hypothesis.strategies import (
-    binary,
-    characters,
-    composite,
-    datetimes,
-    lists,
-    sampled_from,
-    text,
-)
+from hypothesis.strategies import binary, characters, composite, datetimes, lists, text
 
 from swh.model.hashutil import hash_to_bytes, hash_to_hex
 from swh.model.hypothesis_strategies import origins as new_origin_strategy
 from swh.model.hypothesis_strategies import snapshots as new_snapshot
 from swh.model.model import Person, Revision, RevisionType, TimestampWithTimezone
-from swh.model.swhids import ObjectType
 from swh.web.tests.data import get_tests_data
 
 # Module dedicated to the generation of input data for tests through
@@ -36,13 +27,6 @@
     settings.load_profile("swh-web")
 
 
-# The following strategies exploit the hypothesis capabilities
-
-
-def _known_swh_object(object_type):
-    return sampled_from(get_tests_data()[object_type])
-
-
 def sha1():
     """
     Hypothesis strategy returning a valid hexadecimal sha1 value.
@@ -240,14 +224,6 @@
     return lists(unknown_revision(), min_size=min_size, max_size=max_size)
 
 
-def snapshot():
-    """
-    Hypothesis strategy returning a random snapshot ingested
-    into the test archive.
-    """
-    return _known_swh_object("snapshots")
-
-
 def new_snapshots(nb_snapshots=None):
     min_size = nb_snapshots if nb_snapshots else 2
     max_size = nb_snapshots if nb_snapshots else 8
@@ -267,19 +243,3 @@
         lambda s: get_tests_data()["storage"].snapshot_get_branches(hash_to_bytes(s))
         is None
     )
-
-
-def swhid():
-    """
-    Hypothesis strategy returning a qualified SWHID for any object
-    ingested into the test archive.
-    """
-    return _known_swh_object("swhids")
-
-
-def snapshot_swhid():
-    """
-    Hypothesis strategy returning a qualified SWHID for a snapshot object
-    ingested into the test archive.
-    """
-    return swhid().filter(lambda swhid: swhid.object_type == ObjectType.SNAPSHOT)