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 (
    12594, 12595, 12596, 12597, 12598, 12599, 
    12600, 12601, 12602, 12603, 12604, 
    12605, 12606, 12607, 12608
  ) 
  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 0.00079

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "10.51"
    },
    "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": 15,
        "rows_produced_per_join": 2,
        "filtered": "19.99",
        "index_condition": "(`test2_gaseus`.`cscart_product_prices`.`product_id` in (12594,12595,12596,12597,12598,12599,12600,12601,12602,12603,12604,12605,12606,12607,12608))",
        "cost_info": {
          "read_cost": "10.21",
          "eval_cost": "0.30",
          "prefix_cost": "10.51",
          "data_read_per_join": "71"
        },
        "used_columns": [
          "product_id",
          "price",
          "percentage_discount",
          "lower_limit",
          "usergroup_id"
        ],
        "attached_condition": "((`test2_gaseus`.`cscart_product_prices`.`lower_limit` = 1) and (`test2_gaseus`.`cscart_product_prices`.`usergroup_id` in (0,1)))"
      }
    }
  }
}

Result

product_id price
12594 1353.60000000
12595 1353.60000000
12596 1353.60000000
12597 1353.60000000
12598 1353.60000000
12599 1353.60000000
12600 1353.60000000
12601 1353.60000000
12602 1353.60000000
12603 1353.60000000
12604 1353.60000000
12605 1353.60000000
12606 1353.60000000
12607 1353.60000000
12608 1353.60000000