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SELECT 
  cscart_ult_product_prices.product_id, 
  MIN(
    IF(
      cscart_ult_product_prices.percentage_discount = 0, 
      cscart_ult_product_prices.price, 
      cscart_ult_product_prices.price - (
        cscart_ult_product_prices.price * cscart_ult_product_prices.percentage_discount
      )/ 100
    )
  ) AS price 
FROM 
  cscart_ult_product_prices 
WHERE 
  cscart_ult_product_prices.product_id IN (
    1868, 1869, 1870, 1871, 1872, 1874, 1875, 
    1876, 1877, 3748, 3749, 3750, 3751, 
    5505, 5506, 5507, 5508, 5509, 5510, 
    5511, 5512, 5513, 5514, 5515, 5516, 
    5517, 5518, 5519, 5520, 5521, 5522, 
    5523, 5524, 5525, 5526, 5527, 5528, 
    5529, 5530, 5531, 5532, 5533, 5534, 
    5535, 5536, 5537, 5538, 5539, 5540, 
    5541, 5542, 5543, 5544, 5545, 5546, 
    5547, 5548, 5549, 5550, 5551, 5552, 
    5553, 5554, 5555, 5556, 5557, 5558, 
    5559, 1457, 5166, 1447, 5156, 5169, 
    3162, 1450, 5159, 1440, 5149, 1451, 
    5160, 1441, 5150, 1453, 5162, 1443, 
    5152, 1770, 1771, 1772, 1773, 1774, 
    1775, 1776, 1777, 1778, 1779
  ) 
  AND cscart_ult_product_prices.lower_limit = 1 
  AND cscart_ult_product_prices.company_id = 1 
  AND cscart_ult_product_prices.usergroup_id IN (0, 0, 1) 
GROUP BY 
  cscart_ult_product_prices.product_id

Query time 0.00028

JSON explain

{
  "query_block": {
    "select_id": 1,
    "message": "no matching row in const table"
  }
}