SELECT 
  cscart_product_prices.product_id, 
  MIN(
    IF(
      cscart_product_prices.percentage_discount = 0, 
      cscart_product_prices.price, 
      cscart_product_prices.price - (
        cscart_product_prices.price * cscart_product_prices.percentage_discount
      )/ 100
    )
  ) AS price 
FROM 
  cscart_product_prices 
WHERE 
  cscart_product_prices.product_id IN (
    11005, 11006, 11007, 11008, 11009, 11010, 
    11011, 11012, 11013, 11014, 11015, 
    11016, 11017, 11018, 11019, 11020, 
    11021, 11022, 11023, 11024, 11025, 
    11026
  ) 
  AND cscart_product_prices.lower_limit = 1 
  AND cscart_product_prices.usergroup_id IN (0, 1) 
GROUP BY 
  cscart_product_prices.product_id

Query time 0.00058

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "15.41"
    },
    "grouping_operation": {
      "using_filesort": false,
      "table": {
        "table_name": "cscart_product_prices",
        "access_type": "range",
        "possible_keys": [
          "usergroup",
          "product_id",
          "lower_limit",
          "usergroup_id"
        ],
        "key": "product_id",
        "used_key_parts": [
          "product_id"
        ],
        "key_length": "3",
        "rows_examined_per_scan": 22,
        "rows_produced_per_join": 4,
        "filtered": "20.00",
        "index_condition": "(`gaseus`.`cscart_product_prices`.`product_id` in (11005,11006,11007,11008,11009,11010,11011,11012,11013,11014,11015,11016,11017,11018,11019,11020,11021,11022,11023,11024,11025,11026))",
        "cost_info": {
          "read_cost": "14.97",
          "eval_cost": "0.44",
          "prefix_cost": "15.41",
          "data_read_per_join": "105"
        },
        "used_columns": [
          "product_id",
          "price",
          "percentage_discount",
          "lower_limit",
          "usergroup_id"
        ],
        "attached_condition": "((`gaseus`.`cscart_product_prices`.`lower_limit` = 1) and (`gaseus`.`cscart_product_prices`.`usergroup_id` in (0,1)))"
      }
    }
  }
}

Result

product_id price
11005 0.00000000
11006 0.00000000
11007 0.00000000
11008 0.00000000
11009 0.00000000
11010 0.00000000
11011 0.00000000
11012 0.00000000
11013 0.00000000
11014 0.00000000
11015 0.00000000
11016 0.00000000
11017 0.00000000
11018 0.00000000
11019 0.00000000
11020 0.00000000
11021 0.00000000
11022 0.00000000
11023 0.00000000
11024 0.00000000
11025 0.00000000
11026 0.00000000