SELECT 
  f.feature_id, 
  f.purpose, 
  p.product_id, 
  p.parent_product_id, 
  g.id, 
  g.code 
FROM 
  q_product_variation_group_features AS f 
  INNER JOIN q_product_variation_groups AS g ON f.group_id = g.id 
  INNER JOIN q_product_variation_group_products AS p ON f.group_id = p.group_id 
WHERE 
  p.product_id IN (
    31025, 31026, 31027, 31028, 31029, 31030, 
    31031, 31032, 31033, 31034, 31035, 
    31036, 31037, 31038, 31039, 31040
  )

Query time 0.00038

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "76.81"
    },
    "nested_loop": [
      {
        "table": {
          "table_name": "p",
          "access_type": "range",
          "possible_keys": [
            "PRIMARY",
            "idx_group_id"
          ],
          "key": "PRIMARY",
          "used_key_parts": [
            "product_id"
          ],
          "key_length": "4",
          "rows_examined_per_scan": 16,
          "rows_produced_per_join": 16,
          "filtered": "100.00",
          "index_condition": "(`portal`.`p`.`product_id` in (31025,31026,31027,31028,31029,31030,31031,31032,31033,31034,31035,31036,31037,31038,31039,31040))",
          "cost_info": {
            "read_cost": "35.21",
            "eval_cost": "3.20",
            "prefix_cost": "38.41",
            "data_read_per_join": "256"
          },
          "used_columns": [
            "product_id",
            "parent_product_id",
            "group_id"
          ]
        }
      },
      {
        "table": {
          "table_name": "g",
          "access_type": "eq_ref",
          "possible_keys": [
            "PRIMARY"
          ],
          "key": "PRIMARY",
          "used_key_parts": [
            "id"
          ],
          "key_length": "4",
          "ref": [
            "portal.p.group_id"
          ],
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 16,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "16.00",
            "eval_cost": "3.20",
            "prefix_cost": "57.61",
            "data_read_per_join": "12K"
          },
          "used_columns": [
            "id",
            "code"
          ]
        }
      },
      {
        "table": {
          "table_name": "f",
          "access_type": "ref",
          "possible_keys": [
            "idx_group_id"
          ],
          "key": "idx_group_id",
          "used_key_parts": [
            "group_id"
          ],
          "key_length": "4",
          "ref": [
            "portal.p.group_id"
          ],
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 16,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "16.00",
            "eval_cost": "3.20",
            "prefix_cost": "76.81",
            "data_read_per_join": "1K"
          },
          "used_columns": [
            "feature_id",
            "purpose",
            "group_id"
          ]
        }
      }
    ]
  }
}