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 (
    12609, 12610, 12611, 12612, 12613, 12614, 
    12615, 12616, 12617, 12618, 12619, 
    12620, 12621, 12622, 12623
  ) 
  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 0.00104

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 (12609,12610,12611,12612,12613,12614,12615,12616,12617,12618,12619,12620,12621,12622,12623))",
        "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
12609 1805.50000000
12610 1805.50000000
12611 1805.50000000
12612 1805.50000000
12613 1805.50000000
12614 1805.50000000
12615 1805.50000000
12616 1805.50000000
12617 1805.50000000
12618 1805.50000000
12619 1805.50000000
12620 1805.50000000
12621 1805.50000000
12622 1805.50000000
12623 1805.50000000