diff --git a/app/services/pricing.py b/app/services/pricing.py
index 97793a7..025e4f5 100644
--- a/app/services/pricing.py
+++ b/app/services/pricing.py
@@ -103,16 +103,19 @@ class PricingService:
         self.tcgplayer_service.load_tcgplayer_cards(file_content)
         self.load_pricing_csv_content_to_db(file_content)
     
-    def get_all_prices_for_products(self, product_ids: List[str]) -> Dict[str, Dict[str, float]]:
-        all_prices = self.db.query(Price).filter(
+    def get_latest_prices_for_products(self, product_ids: List[str]) -> Dict[str, Dict[str, float]]:
+        latest_prices = self.db.query(Price).filter(
             Price.product_id.in_(product_ids)
+        ).distinct(Price.product_id, Price.type).order_by(
+            Price.product_id,
+            Price.type,
+            Price.date_created.desc()
         ).all()
-        
+
         price_lookup = {}
-        for price in all_prices:
-            if price.product_id not in price_lookup:
-                price_lookup[price.product_id] = {}
-            price_lookup[price.product_id][price.type] = price.price
+        for price in latest_prices:
+            price_lookup.setdefault(price.product_id, {})[price.type] = price.price
+
         return price_lookup
 
     def apply_price_to_df_columns(self, row: pd.Series, price_lookup: Dict[str, Dict[str, float]]) -> pd.Series:
@@ -156,7 +159,7 @@ class PricingService:
         tcg_low = Decimal(str(row.get('tcg_low_price'))) if not pd.isna(row.get('tcg_low_price')) else None
         tcg_low_shipping = Decimal(str(row.get('tcg_low_price_with_shipping'))) if not pd.isna(row.get('tcg_low_price_with_shipping')) else None
         tcg_market_price = Decimal(str(row.get('tcg_market_price'))) if not pd.isna(row.get('tcg_market_price')) else None
-        current_price = Decimal(str(row.get('tcg_marketplace_price'))) if not pd.isna(row.get('tcg_marketplace_price')) else None
+        #current_price = Decimal(str(row.get('tcg_marketplace_price'))) if not pd.isna(row.get('tcg_marketplace_price')) else None
         total_quantity = str(row.get('total_quantity')) if not pd.isna(row.get('total_quantity')) else "0"
         added_quantity = str(row.get('add_to_quantity')) if not pd.isna(row.get('add_to_quantity')) else "0"
         quantity = int(total_quantity) + int(added_quantity)
@@ -219,9 +222,9 @@ class PricingService:
             new_price = Decimal('0.25')
 
         # Avoid huge price drops
-        if current_price is not None and Decimal(str(((current_price - new_price) / current_price))) > Decimal('0.5'):
-            logger.warning(f"Price drop too large for row: {row}")
-            new_price = current_price
+        #if current_price is not None and Decimal(str(((current_price - new_price) / current_price))) > Decimal('0.5'):
+            #logger.warning(f"Price drop too large for row: {row}")
+            #new_price = current_price
 
         # Round to 2 decimal places
         new_price = new_price.quantize(TWO_PLACES, rounding=ROUND_HALF_UP)
@@ -236,7 +239,6 @@ class PricingService:
         TCG Low: {tcg_low}
         TCG Low Shipping: {tcg_low_shipping}
         TCG Market Price: {tcg_market_price}
-        Current Price: {current_price}
         Total Quantity: {total_quantity}
         Added Quantity: {added_quantity}
         Quantity: {quantity}
@@ -349,7 +351,7 @@ class PricingService:
             if null_product_ids:
                 logger.warning(f"The following tcgplayer_ids could not be mapped to a product_id: {null_product_ids}")
         
-        price_lookup = self.get_all_prices_for_products(df['product_id'].unique())
+        price_lookup = self.get_latest_prices_for_products(df['product_id'].unique())
         
         # Apply price columns
         df = df.apply(lambda row: self.apply_price_to_df_columns(row, price_lookup), axis=1)