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 (
    1437277, 1903062, 1128285, 480519, 
    447578, 522515, 241391, 1118346, 1128289, 
    687122, 897024, 1129605, 447588, 1274272, 
    481220, 1080078, 596382, 444124, 1108774, 
    697795
  ) 
  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 0.00038

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "1.20"
    },
    "grouping_operation": {
      "using_temporary_table": true,
      "using_filesort": false,
      "table": {
        "table_name": "cscart_ult_product_prices",
        "access_type": "ref",
        "possible_keys": [
          "usergroup",
          "product_id",
          "company_id",
          "lower_limit",
          "usergroup_id"
        ],
        "key": "company_id",
        "used_key_parts": [
          "company_id"
        ],
        "key_length": "4",
        "ref": [
          "const"
        ],
        "rows_examined_per_scan": 7,
        "rows_produced_per_join": 1,
        "filtered": "27.00",
        "cost_info": {
          "read_cost": "0.50",
          "eval_cost": "0.19",
          "prefix_cost": "1.20",
          "data_read_per_join": "60"
        },
        "used_columns": [
          "product_id",
          "price",
          "percentage_discount",
          "lower_limit",
          "company_id",
          "usergroup_id"
        ],
        "attached_condition": "((`maniamall_cscart`.`cscart_ult_product_prices`.`lower_limit` = 1) and (`maniamall_cscart`.`cscart_ult_product_prices`.`product_id` in (1437277,1903062,1128285,480519,447578,522515,241391,1118346,1128289,687122,897024,1129605,447588,1274272,481220,1080078,596382,444124,1108774,697795)) and (`maniamall_cscart`.`cscart_ult_product_prices`.`usergroup_id` in (0,0,1)))"
      }
    }
  }
}