Sandbox

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 (
    10706, 10707, 10708, 10709, 10710, 10711, 
    10712, 10713, 10714, 10715, 10716, 
    10717, 10718, 10719, 10720, 10721, 
    10722, 10723, 10724, 10725, 10726, 
    10727, 10728, 10729, 10730, 10731, 
    10732, 10733, 10734, 10735, 10736, 
    10737, 10738, 10739, 10740, 10741, 
    10742, 10743, 10744, 10745, 10746, 
    10747, 10748, 10749, 10750, 10751, 
    10752, 10753, 10754, 10755, 10756, 
    10757, 10758, 10759, 10880, 10881, 
    10882, 10883, 10884, 10885, 10886, 
    10887, 10888, 10889, 10890, 10891, 
    10892, 10893, 10894, 10895, 10896, 
    10897, 10898, 10921, 10922, 10923, 
    10924, 10925, 10926, 10927, 10928, 
    10929, 10930, 10931, 10932, 10933, 
    10934, 10935, 10936, 10937, 10938, 
    10939, 10940, 10941, 10942, 10943
  ) 
  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 0.00041

JSON explain

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