diff --git a/addons/crm/models/crm_lead.py b/addons/crm/models/crm_lead.py
index 655446cbb48..d07c1d52581 100644
--- a/addons/crm/models/crm_lead.py
+++ b/addons/crm/models/crm_lead.py
@@ -1956,6 +1956,9 @@ class Lead(models.Model):
                     total_won = team_won if field == 'stage_id' else field_result['won_total']
                     total_lost = team_lost if field == 'stage_id' else field_result['lost_total']
 
+                    # if one count = 0, we cannot compute lead probability
+                    if not total_won or not total_lost:
+                        continue
                     s_lead_won *= value_result['won'] / total_won
                     s_lead_lost *= value_result['lost'] / total_lost
 
diff --git a/addons/crm/tests/test_crm_pls.py b/addons/crm/tests/test_crm_pls.py
index cda14e08da0..b34cc0c6824 100644
--- a/addons/crm/tests/test_crm_pls.py
+++ b/addons/crm/tests/test_crm_pls.py
@@ -500,6 +500,19 @@ class TestCRMPLS(TransactionCase):
         self.assertEqual(Date.to_string(res_config_new.predictive_lead_scoring_start_date),
             str_date_8_days_ago, "If config param is not a valid date, date in settings should be set to 8 days before today")
 
+    def test_pls_no_share_stage(self):
+        """ We test here the situation where all stages are team specific, as there is
+            a current limitation (can be seen in _pls_get_won_lost_total_count) regarding
+            the first stage (used to know how many lost and won there is) that requires
+            to have no team assigned to it."""
+        Lead = self.env['crm.lead']
+        team_id = self.env['crm.team'].create([{'name': 'Team Test'}]).id
+        self.env['crm.stage'].search([('team_id', '=', False)]).write({'team_id': team_id})
+        lead = Lead.create({'name': 'team', 'team_id': team_id, 'probability': 41.23})
+        Lead._cron_update_automated_probabilities()
+        self.assertEqual(tools.float_compare(lead.probability, 41.23, 2), 0)
+        self.assertEqual(tools.float_compare(lead.automated_probability, 0, 2), 0)
+
     @users('user_sales_manager')
     def test_team_unlink(self):
         """ Test that frequencies are sent to "no team" when unlinking a team