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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 (
    2165, 2166, 2167, 2168, 2169, 2170, 2171, 
    2172, 2173, 2174, 2175, 2176, 2177, 
    2178, 2179, 2180, 2181, 2182, 2183, 
    2184, 3779, 3780, 3781, 3782, 3783, 
    3784, 3785, 3786, 3787, 3788, 3789, 
    3790, 3791, 3792, 3793, 3794, 3795, 
    3796, 3797, 3798, 3799, 3800, 3801, 
    3802, 3803, 3804, 3805, 3806, 3807, 
    3808, 3809, 3810, 3811, 3812, 3813, 
    3814, 3815, 3816, 3817, 3818, 3819, 
    3820, 3821, 3822, 3823, 3824, 3825, 
    3826, 3827, 3828, 3829, 3830, 3831, 
    3832, 3778, 2103, 2104, 2105, 2106, 
    2107, 2108, 2109, 2110, 2111, 2112, 
    2113, 2114, 2115, 2116, 2117, 2118, 
    2119, 2120, 2121, 2122, 2123
  ) 
  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 0.00035

JSON explain

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