diff --git a/addons/purchase/models/purchase.py b/addons/purchase/models/purchase.py
index e438ee2220a..cfef384f808 100644
--- a/addons/purchase/models/purchase.py
+++ b/addons/purchase/models/purchase.py
@@ -359,13 +359,19 @@ class PurchaseOrder(models.Model):
             # Do not add a contact as a supplier
             partner = self.partner_id if not self.partner_id.parent_id else self.partner_id.parent_id
             if line.product_id and partner not in line.product_id.seller_ids.mapped('name') and len(line.product_id.seller_ids) <= 10:
+                # Convert the price in the right currency.
                 currency = partner.property_purchase_currency_id or self.env.company.currency_id
+                price = self.currency_id._convert(line.price_unit, currency, line.company_id, line.date_order or fields.Date.today(), round=False)
+                # Compute the price for the template's UoM, because the supplier's UoM is related to that UoM.
+                if line.product_id.product_tmpl_id.uom_po_id != line.product_uom:
+                    default_uom = line.product_id.product_tmpl_id.uom_po_id
+                    price = line.product_uom._compute_price(price, default_uom)
+
                 supplierinfo = {
                     'name': partner.id,
                     'sequence': max(line.product_id.seller_ids.mapped('sequence')) + 1 if line.product_id.seller_ids else 1,
-                    'product_uom': line.product_uom.id,
                     'min_qty': 0.0,
-                    'price': self.currency_id._convert(line.price_unit, currency, line.company_id, line.date_order or fields.Date.today(), round=False),
+                    'price': price,
                     'currency_id': currency.id,
                     'delay': 0,
                 }