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 (
    6506, 6554, 6605, 6476, 6549, 6607, 6680, 
    6484, 6503, 6600, 6606, 6478, 6575, 
    6610, 6611, 6548, 6563, 6608, 6479, 
    6601
  ) 
  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 0.00100

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "14.01"
    },
    "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": 20,
        "rows_produced_per_join": 3,
        "filtered": "19.99",
        "index_condition": "(`softwarepirmam_hewadelivard_cscart_4`.`cscart_product_prices`.`product_id` in (6506,6554,6605,6476,6549,6607,6680,6484,6503,6600,6606,6478,6575,6610,6611,6548,6563,6608,6479,6601))",
        "cost_info": {
          "read_cost": "13.61",
          "eval_cost": "0.40",
          "prefix_cost": "14.01",
          "data_read_per_join": "95"
        },
        "used_columns": [
          "product_id",
          "price",
          "percentage_discount",
          "lower_limit",
          "usergroup_id"
        ],
        "attached_condition": "((`softwarepirmam_hewadelivard_cscart_4`.`cscart_product_prices`.`lower_limit` = 1) and (`softwarepirmam_hewadelivard_cscart_4`.`cscart_product_prices`.`usergroup_id` in (0,1)))"
      }
    }
  }
}

Result

product_id price
6476 202000.00000000
6478 149000.00000000
6479 184000.00000000
6484 79000.00000000
6503 44000.00000000
6506 73000.00000000
6548 191000.00000000
6549 65000.00000000
6554 147000.00000000
6563 708000.00000000
6575 149000.00000000
6600 140000.00000000
6601 79000.00000000
6605 70000.00000000
6606 97000.00000000
6607 175000.00000000
6608 289000.00000000
6610 564000.00000000
6611 175000.00000000
6680 159000.00000000