SELECT 
  video_id, 
  product_id 
FROM 
  q_ab__video_gallery 
WHERE 
  product_id IN (
    2251, 2252, 2253, 2254, 2255, 2256, 2257, 
    2258, 2259, 2260, 2261, 2221, 675, 676, 
    677, 678, 679, 680, 681, 682, 683, 684, 
    685, 686, 687, 688, 689, 690, 654, 655
  )

Query time 0.00036

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "5.80"
    },
    "table": {
      "table_name": "q_ab__video_gallery",
      "access_type": "index",
      "possible_keys": [
        "product_id"
      ],
      "key": "product_id",
      "used_key_parts": [
        "product_id"
      ],
      "key_length": "3",
      "rows_examined_per_scan": 24,
      "rows_produced_per_join": 24,
      "filtered": "100.00",
      "using_index": true,
      "cost_info": {
        "read_cost": "1.00",
        "eval_cost": "4.80",
        "prefix_cost": "5.80",
        "data_read_per_join": "1K"
      },
      "used_columns": [
        "video_id",
        "product_id"
      ],
      "attached_condition": "(`portal`.`q_ab__video_gallery`.`product_id` in (2251,2252,2253,2254,2255,2256,2257,2258,2259,2260,2261,2221,675,676,677,678,679,680,681,682,683,684,685,686,687,688,689,690,654,655))"
    }
  }
}