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 (2335)

Query time 0.00066

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "7.00"
    },
    "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": 10,
          "rows_produced_per_join": 10,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "2.50",
            "eval_cost": "1.00",
            "prefix_cost": "3.50",
            "data_read_per_join": "160"
          },
          "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": [
            "cscartdb.gp.product_id"
          ],
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 10,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "2.50",
            "eval_cost": "1.00",
            "prefix_cost": "7.00",
            "data_read_per_join": "53K"
          },
          "used_columns": [
            "product_id",
            "company_id"
          ]
        }
      }
    ]
  }
}

Result

product_id parent_product_id group_id company_id
63431 0 2335 404
63432 63431 2335 404
63433 63431 2335 404
63434 63431 2335 404
63435 63431 2335 404
63436 63431 2335 404
63437 63431 2335 404
63438 63431 2335 404
63439 63431 2335 404
63440 63431 2335 404
63441 63431 2335 404
63442 63431 2335 404