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 (
    12037, 12102, 12116, 12118, 12132, 12146, 
    12160, 12174, 12188, 12202, 8203, 8214, 
    8215, 8216, 8217, 8218, 8205, 8206, 
    8207, 8208, 8209, 8210, 8211, 8212
  ) 
  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 0.00065

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "18.61"
    },
    "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": 28,
        "rows_produced_per_join": 5,
        "filtered": "20.00",
        "index_condition": "(`gaseus`.`cscart_product_prices`.`product_id` in (12037,12102,12116,12118,12132,12146,12160,12174,12188,12202,8203,8214,8215,8216,8217,8218,8205,8206,8207,8208,8209,8210,8211,8212))",
        "cost_info": {
          "read_cost": "18.05",
          "eval_cost": "0.56",
          "prefix_cost": "18.61",
          "data_read_per_join": "134"
        },
        "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
8203 0.00000000
8205 100.00000000
8206 100.00000000
8207 100.00000000
8208 100.00000000
8209 100.00000000
8210 100.00000000
8211 100.00000000
8212 100.00000000
8214 100.00000000
8215 100.00000000
8216 100.00000000
8217 100.00000000
8218 100.00000000
12037 0.00000000
12102 0.00000000
12116 0.00000000
12118 0.00000000
12132 0.00000000
12146 0.00000000
12160 0.00000000
12174 0.00000000
12188 0.00000000
12202 0.00000000