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 (
    398, 399, 400, 401, 402, 403, 404, 405, 
    406, 407, 408, 409, 410, 411, 412, 413, 
    414, 415, 416, 417, 418, 419, 420, 421, 
    422, 423, 424, 425, 426, 20, 119, 100
  ) 
  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 0.00064

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "78.21"
    },
    "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": 33,
        "rows_produced_per_join": 6,
        "filtered": "19.63",
        "index_condition": "(`pankajecarter_systemfour`.`cscart_product_prices`.`product_id` in (398,399,400,401,402,403,404,405,406,407,408,409,410,411,412,413,414,415,416,417,418,419,420,421,422,423,424,425,426,20,119,100))",
        "cost_info": {
          "read_cost": "76.91",
          "eval_cost": "1.30",
          "prefix_cost": "78.21",
          "data_read_per_join": "155"
        },
        "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
20 19.95000000
100 22.70000000
119 17.99000000
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
420 1200.00000000
421 1200.00000000
422 1200.00000000
423 1200.00000000
424 1200.00000000
425 1200.00000000
426 1200.00000000