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 (861)

Query time 0.00075

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "21.00"
    },
    "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": 30,
          "rows_produced_per_join": 30,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "7.50",
            "eval_cost": "3.00",
            "prefix_cost": "10.50",
            "data_read_per_join": "480"
          },
          "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": [
            "test2_gaseus.gp.product_id"
          ],
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 30,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "7.50",
            "eval_cost": "3.00",
            "prefix_cost": "21.00",
            "data_read_per_join": "195K"
          },
          "used_columns": [
            "product_id",
            "company_id"
          ]
        }
      }
    ]
  }
}

Result

product_id parent_product_id group_id company_id
12483 12464 861 1
12484 12464 861 1
12485 12464 861 1
12486 12464 861 1
12487 12464 861 1
12488 12464 861 1
12489 12464 861 1
12490 12464 861 1
12491 12464 861 1
12482 12464 861 1
12481 12464 861 1
12480 12464 861 1
12479 12464 861 1
12478 12464 861 1
12477 12464 861 1
12476 12464 861 1
12475 12464 861 1
12474 12464 861 1
12473 12464 861 1
12472 12464 861 1
12471 12464 861 1
12470 12464 861 1
12469 12464 861 1
12468 12464 861 1
12467 12464 861 1
12466 12464 861 1
12465 12464 861 1
12464 0 861 1
12493 12464 861 1
12492 12464 861 1