diff --git a/pricing/pricing.py b/pricing/pricing.py
index 88d9eaf..3b60560 100644
--- a/pricing/pricing.py
+++ b/pricing/pricing.py
@@ -560,7 +560,12 @@ order by b.enabled_date desc"""
 				continue
 			
 			# 判断是旧格式还是新格式
-			is_new_format = p.get('price_factors') is not None and p.get('unit_prices') is not None
+			# 新格式要求 price_factors 是标量(str)、unit_prices 是标量(number)
+			# 生产数据中 price_factors 可能是 list、unit_prices 可能是 dict，此时走旧格式 formula
+			_raw_pf = p.get('price_factors')
+			_raw_up = p.get('unit_prices')
+			is_new_format = (_raw_pf is not None and _raw_up is not None
+							and not isinstance(_raw_pf, list) and not isinstance(_raw_up, dict))
 			is_old_format = p.get('formula') is not None
 			
 			if not is_new_format and not is_old_format:
@@ -793,25 +798,37 @@ async def get_pricing_display(ppid):
 				label = fdef.get('label', k) if isinstance(fdef, dict) else k
 				filter_labels[label] = v
 
-		# 新格式：price_factors + unit_prices + unit
-		is_new_format = p.get('price_factors') is not None and p.get('unit_prices') is not None
+		# 新格式：price_factors(scalar) + unit_prices(scalar) + unit
+		# 注意：生产数据中 price_factors 可能是 list、unit_prices 可能是 dict（混合格式），
+		# 此时应走旧格式 formula 路径
+		_raw_pf = p.get('price_factors')
+		_raw_up = p.get('unit_prices')
+		is_new_format = (_raw_pf is not None and _raw_up is not None
+						and not isinstance(_raw_pf, list) and not isinstance(_raw_up, dict))
 		
 		if is_new_format:
-			factor_name = p['price_factors']
-			unit_price = p['unit_prices']
+			factor_name = _raw_pf
+			unit_price = _raw_up
 			unit_str = p.get('unit', '次')
 			
 			# 获取 factor label
 			fdef = fields.get(factor_name, {})
 			factor_label = fdef.get('label', factor_name) if isinstance(fdef, dict) else factor_name
 			
+			# 单位换算：unit_price 存储的是原始单价（如 4e-06 元/token），
+			# 展示时需要乘以单位值（如 百万=1000000）得到人类可读价格（如 4 元/百万token）
+			unit_val = unit_values.get(unit_str, 1)
+			if isinstance(unit_val, str):
+				unit_val = float(unit_val)
+			display_price = unit_price * unit_val
+			
 			# 构建 unit_label (元/单位)
 			unit_label = f"元/{unit_str}" if unit_str else "元"
 			
 			price_factors_display = [{
 				'factor': factor_name,
 				'label': factor_label,
-				'unit_price': unit_price,
+				'unit_price': display_price,
 				'unit': unit_str,
 				'unit_label': unit_label
 			}]
@@ -821,10 +838,11 @@ async def get_pricing_display(ppid):
 				tiered_pricing = []
 				for fi in p['filters']:
 					fi_copy = fi.copy()
+					raw_tier_price = fi.get('unit_prices', unit_price)
 					fi_copy.pop('unit_prices', None)
 					tiered_pricing.append({
 						'filters': fi_copy,
-						'unit_prices': fi.get('unit_prices', unit_price)
+						'unit_prices': raw_tier_price * unit_val
 					})
 				if tiered_pricing:
 					price_factors_display[0]['tiered'] = tiered_pricing