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 (
    120, 121, 122, 123, 124, 125, 126, 127, 
    128, 129, 130, 131, 132, 133, 134, 135, 
    136, 137, 138, 139, 140, 141, 142, 143, 
    144, 145, 146, 147, 148, 149, 150, 151
  ) 
  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 0.00075

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "79.61"
    },
    "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": 34,
        "rows_produced_per_join": 6,
        "filtered": "19.63",
        "index_condition": "(`pankajecarter_systemfour`.`cscart_product_prices`.`product_id` in (120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151))",
        "cost_info": {
          "read_cost": "78.27",
          "eval_cost": "1.34",
          "prefix_cost": "79.61",
          "data_read_per_join": "160"
        },
        "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
120 199.99000000
121 17.99000000
122 5695.00000000
123 17.99000000
124 4595.00000000
125 149.99000000
126 129.99000000
127 4779.00000000
128 17.99000000
129 1799.00000000
130 49.95000000
131 1249.00000000
132 269.99000000
133 229.99000000
134 89.99000000
135 0.00000000
136 0.00000000
137 0.00000000
138 0.00000000
139 0.00000000
140 99.95000000
141 99.95000000
142 399.95000000
143 79.95000000
144 99.95000000
145 79.99000000
146 44.99000000
147 44.99000000
148 130.00000000
149 53.99000000
150 120.00000000
151 500.00000000