SELECT 
  gp.*, 
  p.company_id 
FROM 
  cscart_product_variation_group_products AS gp 
  LEFT JOIN cscart_products AS p ON gp.product_id = p.product_id 
WHERE 
  gp.group_id IN (460)

Query time 0.00031

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "13.30"
    },
    "nested_loop": [
      {
        "table": {
          "table_name": "gp",
          "access_type": "ref",
          "possible_keys": [
            "idx_group_id"
          ],
          "key": "idx_group_id",
          "used_key_parts": [
            "group_id"
          ],
          "key_length": "3",
          "ref": [
            "const"
          ],
          "rows_examined_per_scan": 19,
          "rows_produced_per_join": 19,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "4.75",
            "eval_cost": "1.90",
            "prefix_cost": "6.65",
            "data_read_per_join": "304"
          },
          "used_columns": [
            "product_id",
            "parent_product_id",
            "group_id"
          ]
        }
      },
      {
        "table": {
          "table_name": "p",
          "access_type": "eq_ref",
          "possible_keys": [
            "PRIMARY"
          ],
          "key": "PRIMARY",
          "used_key_parts": [
            "product_id"
          ],
          "key_length": "3",
          "ref": [
            "gaseus.gp.product_id"
          ],
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 19,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "4.75",
            "eval_cost": "1.90",
            "prefix_cost": "13.30",
            "data_read_per_join": "124K"
          },
          "used_columns": [
            "product_id",
            "company_id"
          ]
        }
      }
    ]
  }
}

Result

product_id parent_product_id group_id company_id
11027 0 460 1
11028 11027 460 1
11029 11027 460 1
11030 11027 460 1
11031 11027 460 1
11032 11027 460 1
11033 11027 460 1
11034 11027 460 1
11035 11027 460 1
11036 11027 460 1
11037 11027 460 1
11038 11027 460 1
11039 11027 460 1
11040 11027 460 1
11041 11027 460 1
11042 11027 460 1
11043 11027 460 1
11044 11027 460 1
11045 11027 460 1
11046 11027 460 1