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 (
    388, 389, 390, 391, 392, 393, 394, 395, 
    396, 397, 398, 399, 400, 401, 402, 403, 
    404, 405, 406, 407, 408, 409, 410, 411, 
    412, 413, 414, 415, 416, 417, 418, 419
  ) 
  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 0.00060

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "76.81"
    },
    "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": 32,
        "rows_produced_per_join": 6,
        "filtered": "19.63",
        "index_condition": "(`pankajecarter_systemfour`.`cscart_product_prices`.`product_id` in (388,389,390,391,392,393,394,395,396,397,398,399,400,401,402,403,404,405,406,407,408,409,410,411,412,413,414,415,416,417,418,419))",
        "cost_info": {
          "read_cost": "75.55",
          "eval_cost": "1.26",
          "prefix_cost": "76.81",
          "data_read_per_join": "150"
        },
        "used_columns": [
          "product_id",
          "price",
          "percentage_discount",
          "lower_limit",
          "usergroup_id"
        ],
        "attached_condition": "((`pankajecarter_systemfour`.`cscart_product_prices`.`lower_limit` = 1) and (`pankajecarter_systemfour`.`cscart_product_prices`.`usergroup_id` in (0,1)))"
      }
    }
  }
}

Result

product_id price
388 1200.00000000
389 1200.00000000
390 1200.00000000
391 1200.00000000
392 1200.00000000
393 1200.00000000
394 1200.00000000
395 1200.00000000
396 1200.00000000
397 1200.00000000
398 1200.00000000
399 1200.00000000
400 1200.00000000
401 1200.00000000
402 1200.00000000
403 1200.00000000
404 1200.00000000
405 1200.00000000
406 1200.00000000
407 1200.00000000
408 1200.00000000
409 1200.00000000
410 1200.00000000
411 1200.00000000
412 1200.00000000
413 1200.00000000
414 1200.00000000
415 1200.00000000
416 1200.00000000
417 1200.00000000
418 1200.00000000
419 1200.00000000