diff --git a/tests/plugins/test_heat_map.py b/tests/plugins/test_heat_map.py
index cdf618682..0e099efb5 100644
--- a/tests/plugins/test_heat_map.py
+++ b/tests/plugins/test_heat_map.py
@@ -48,8 +48,10 @@ def test_heat_map():
     assert tmpl.render(this=hm)
 
     bounds = m.get_bounds()
-    assert bounds == [[46.218566840847025, 3.0302801394447734],
-                      [50.75345011431167, 7.132453997672826]], bounds
+    np.testing.assert_allclose(
+        bounds,
+        [[46.218566840847025, 3.0302801394447734],
+         [50.75345011431167, 7.132453997672826]])
 
 
 def test_heatmap_data():
diff --git a/tests/plugins/test_marker_cluster.py b/tests/plugins/test_marker_cluster.py
index ea5cc2923..631cf11d6 100644
--- a/tests/plugins/test_marker_cluster.py
+++ b/tests/plugins/test_marker_cluster.py
@@ -53,5 +53,7 @@ def test_marker_cluster():
     assert expected in out
 
     bounds = m.get_bounds()
-    assert bounds == [[35.147332572663785, -11.520684337300109],
-                      [59.839718052359274, 29.94931046497927]], bounds
+    np.testing.assert_allclose(
+        bounds,
+        [[35.147332572663785, -11.520684337300109],
+         [59.839718052359274, 29.94931046497927]])
diff --git a/tests/test_folium.py b/tests/test_folium.py
index a101303de..14823748f 100644
--- a/tests/test_folium.py
+++ b/tests/test_folium.py
@@ -364,4 +364,6 @@ def test_json_request(self):
 
         self.m._parent.render()
         bounds = self.m.get_bounds()
-        assert bounds == [[18.948267, -178.123152], [71.351633, 173.304726]], bounds  # noqa
+        np.testing.assert_allclose(
+            bounds,
+            [[18.948267, -178.123152], [71.351633, 173.304726]])