SELECT 
  product_prices.product_id, 
  MIN(
    IF(
      product_prices.percentage_discount = 0, 
      product_prices.price, 
      product_prices.price - (
        product_prices.price * product_prices.percentage_discount
      )/ 100
    )
  ) AS price 
FROM 
  product_prices 
WHERE 
  product_prices.product_id IN (
    310236, 310335, 310329, 310330, 310336, 
    310241, 310328, 310334, 310331, 310333, 
    310238, 310239, 310240, 310337
  ) 
  AND product_prices.lower_limit = 1 
  AND product_prices.usergroup_id IN (0, 1) 
GROUP BY 
  product_prices.product_id

Query time 0.00099

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "11.80"
    },
    "grouping_operation": {
      "using_filesort": false,
      "table": {
        "table_name": "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": 14,
        "rows_produced_per_join": 1,
        "filtered": "10.00",
        "index_condition": "(`goimagine`.`product_prices`.`product_id` in (310236,310335,310329,310330,310336,310241,310328,310334,310331,310333,310238,310239,310240,310337))",
        "cost_info": {
          "read_cost": "11.66",
          "eval_cost": "0.14",
          "prefix_cost": "11.80",
          "data_read_per_join": "33"
        },
        "used_columns": [
          "id",
          "product_id",
          "price",
          "percentage_discount",
          "lower_limit",
          "usergroup_id"
        ],
        "attached_condition": "((`goimagine`.`product_prices`.`lower_limit` = 1) and (`goimagine`.`product_prices`.`usergroup_id` in (0,1)))"
      }
    }
  }
}

Result

product_id price
310236 36.00000000
310238 35.00000000
310239 35.00000000
310240 35.00000000
310241 35.00000000
310328 20.00000000
310329 20.00000000
310330 20.00000000
310331 20.00000000
310333 20.00000000
310334 20.00000000
310335 20.00000000
310336 20.00000000
310337 20.00000000