{
 "retrievedOn": "2026-10-11",
 "page": [
  "/compare/tokconnect-vs-bright-data/",
  "/compare/bright-data-alternatives/"
 ],
 "note": "Head-to-head test run by TokConnect on 10-11 Oct 2026 (UTC 10 Oct 18:3x-19:0x): the same 12 TikTok jobs sent one at a time to the TokConnect MCP and to Bright Data's hosted MCP (mcp.brightdata.com, Pro mode, which is where its TikTok tools are). Each call timed with a wall clock from request to full answer, with a 900-second client timeout. \"ok\" means the server returned data, not an error. Jobs: 3 brand profiles (@scrubdaddy, @ryanair, @gymshark), each brand's latest post, the comments on that post, and 3 TikTok Shop products.",
 "calls": [
  {
   "job": "profile",
   "key": "scrubdaddy",
   "server": "tokconnect",
   "tool": "user_profile",
   "args": {
    "handle": "scrubdaddy"
   },
   "startedAt": "2026-10-10T18:33:22+00:00",
   "seconds": 1.07,
   "ok": true,
   "isError": false,
   "chars": 499,
   "exception": null
  },
  {
   "job": "profile",
   "key": "scrubdaddy",
   "server": "brightdata",
   "tool": "web_data_tiktok_profiles",
   "args": {
    "url": "https://www.tiktok.com/@scrubdaddy"
   },
   "startedAt": "2026-10-10T18:33:25+00:00",
   "seconds": 66.93,
   "ok": true,
   "isError": false,
   "chars": 18996,
   "exception": null
  },
  {
   "job": "post",
   "key": "7694758798841384223",
   "server": "tokconnect",
   "tool": "video_detail",
   "args": {
    "aweme_id": "7694758798841384223"
   },
   "startedAt": "2026-10-10T18:34:34+00:00",
   "seconds": 1.9,
   "ok": true,
   "isError": false,
   "chars": 723,
   "exception": null
  },
  {
   "job": "post",
   "key": "7694758798841384223",
   "server": "brightdata",
   "tool": "web_data_tiktok_posts",
   "args": {
    "url": "https://www.tiktok.com/@scrubdaddy/video/7694758798841384223"
   },
   "startedAt": "2026-10-10T18:34:38+00:00",
   "seconds": 176.34,
   "ok": true,
   "isError": false,
   "chars": 6807,
   "exception": null
  },
  {
   "job": "comments",
   "key": "7694758798841384223",
   "server": "tokconnect",
   "tool": "video_comments",
   "args": {
    "aweme_id": "7694758798841384223"
   },
   "startedAt": "2026-10-10T18:37:36+00:00",
   "seconds": 2.74,
   "ok": true,
   "isError": false,
   "chars": 1821,
   "exception": null
  },
  {
   "job": "comments",
   "key": "7694758798841384223",
   "server": "brightdata",
   "tool": "web_data_tiktok_comments",
   "args": {
    "url": "https://www.tiktok.com/@scrubdaddy/video/7694758798841384223"
   },
   "startedAt": "2026-10-10T18:37:41+00:00",
   "seconds": 57.67,
   "ok": true,
   "isError": false,
   "chars": 5089,
   "exception": null
  },
  {
   "job": "profile",
   "key": "ryanair",
   "server": "tokconnect",
   "tool": "user_profile",
   "args": {
    "handle": "ryanair"
   },
   "startedAt": "2026-10-10T18:38:40+00:00",
   "seconds": 3.34,
   "ok": true,
   "isError": false,
   "chars": 447,
   "exception": null
  },
  {
   "job": "profile",
   "key": "ryanair",
   "server": "brightdata",
   "tool": "web_data_tiktok_profiles",
   "args": {
    "url": "https://www.tiktok.com/@ryanair"
   },
   "startedAt": "2026-10-10T18:38:46+00:00",
   "seconds": 79.42,
   "ok": true,
   "isError": false,
   "chars": 18039,
   "exception": null
  },
  {
   "job": "post",
   "key": "7694695305442282774",
   "server": "tokconnect",
   "tool": "video_detail",
   "args": {
    "aweme_id": "7694695305442282774"
   },
   "startedAt": "2026-10-10T18:40:07+00:00",
   "seconds": 9.48,
   "ok": true,
   "isError": false,
   "chars": 617,
   "exception": null
  },
  {
   "job": "post",
   "key": "7694695305442282774",
   "server": "brightdata",
   "tool": "web_data_tiktok_posts",
   "args": {
    "url": "https://www.tiktok.com/@ryanair/video/7694695305442282774"
   },
   "startedAt": "2026-10-10T18:40:19+00:00",
   "seconds": 82.39,
   "ok": true,
   "isError": false,
   "chars": 8497,
   "exception": null
  },
  {
   "job": "comments",
   "key": "7694695305442282774",
   "server": "tokconnect",
   "tool": "video_comments",
   "args": {
    "aweme_id": "7694695305442282774"
   },
   "startedAt": "2026-10-10T18:41:43+00:00",
   "seconds": 2.57,
   "ok": true,
   "isError": false,
   "chars": 5182,
   "exception": null
  },
  {
   "job": "comments",
   "key": "7694695305442282774",
   "server": "brightdata",
   "tool": "web_data_tiktok_comments",
   "args": {
    "url": "https://www.tiktok.com/@ryanair/video/7694695305442282774"
   },
   "startedAt": "2026-10-10T18:41:48+00:00",
   "seconds": 74.29,
   "ok": true,
   "isError": false,
   "chars": 169649,
   "exception": null
  },
  {
   "job": "profile",
   "key": "gymshark",
   "server": "tokconnect",
   "tool": "user_profile",
   "args": {
    "handle": "gymshark"
   },
   "startedAt": "2026-10-10T18:43:04+00:00",
   "seconds": 3.87,
   "ok": true,
   "isError": false,
   "chars": 426,
   "exception": null
  },
  {
   "job": "profile",
   "key": "gymshark",
   "server": "brightdata",
   "tool": "web_data_tiktok_profiles",
   "args": {
    "url": "https://www.tiktok.com/@gymshark"
   },
   "startedAt": "2026-10-10T18:43:10+00:00",
   "seconds": 23.45,
   "ok": true,
   "isError": false,
   "chars": 20024,
   "exception": null
  },
  {
   "job": "post",
   "key": "7694730212206038294",
   "server": "tokconnect",
   "tool": "video_detail",
   "args": {
    "aweme_id": "7694730212206038294"
   },
   "startedAt": "2026-10-10T18:43:35+00:00",
   "seconds": 1.86,
   "ok": true,
   "isError": false,
   "chars": 843,
   "exception": null
  },
  {
   "job": "post",
   "key": "7694730212206038294",
   "server": "brightdata",
   "tool": "web_data_tiktok_posts",
   "args": {
    "url": "https://www.tiktok.com/@gymshark/video/7694730212206038294"
   },
   "startedAt": "2026-10-10T18:43:39+00:00",
   "seconds": 276.88,
   "ok": true,
   "isError": false,
   "chars": 7924,
   "exception": null
  },
  {
   "job": "comments",
   "key": "7694730212206038294",
   "server": "tokconnect",
   "tool": "video_comments",
   "args": {
    "aweme_id": "7694730212206038294"
   },
   "startedAt": "2026-10-10T18:48:18+00:00",
   "seconds": 3.02,
   "ok": true,
   "isError": false,
   "chars": 4863,
   "exception": null
  },
  {
   "job": "comments",
   "key": "7694730212206038294",
   "server": "brightdata",
   "tool": "web_data_tiktok_comments",
   "args": {
    "url": "https://www.tiktok.com/@gymshark/video/7694730212206038294"
   },
   "startedAt": "2026-10-10T18:48:23+00:00",
   "seconds": 138.78,
   "ok": true,
   "isError": false,
   "chars": 13879,
   "exception": null
  },
  {
   "job": "shop",
   "key": "1731199992232907765",
   "server": "tokconnect",
   "tool": "shop_product_detail",
   "args": {
    "product_id": "1731199992232907765"
   },
   "startedAt": "2026-10-10T18:50:44+00:00",
   "seconds": 9.62,
   "ok": true,
   "isError": false,
   "chars": 15542,
   "exception": null
  },
  {
   "job": "shop",
   "key": "1731199992232907765",
   "server": "brightdata",
   "tool": "web_data_tiktok_shop",
   "args": {
    "url": "https://shop.tiktok.com/us/pdp/heavy-duty-stainless-steel-dish-scrubbers-non-scratch-rust-proof-dishwasher-safe/1731199992232907765"
   },
   "startedAt": "2026-10-10T18:50:55+00:00",
   "seconds": 77.17,
   "ok": true,
   "isError": false,
   "chars": 21036,
   "exception": null
  },
  {
   "job": "shop",
   "key": "1729585521977103260",
   "server": "tokconnect",
   "tool": "shop_product_detail",
   "args": {
    "product_id": "1729585521977103260"
   },
   "startedAt": "2026-10-10T18:52:15+00:00",
   "seconds": 7.93,
   "ok": true,
   "isError": false,
   "chars": 13296,
   "exception": null
  },
  {
   "job": "shop",
   "key": "1729585521977103260",
   "server": "brightdata",
   "tool": "web_data_tiktok_shop",
   "args": {
    "url": "https://shop.tiktok.com/us/pdp/exfoliating-net-sponge-by-rominetak-2-pcs-durable-stretchable/1729585521977103260"
   },
   "startedAt": "2026-10-10T18:52:25+00:00",
   "seconds": 55.3,
   "ok": true,
   "isError": false,
   "chars": 43400,
   "exception": null
  },
  {
   "job": "shop",
   "key": "1732068505720492887",
   "server": "tokconnect",
   "tool": "shop_product_detail",
   "args": {
    "product_id": "1732068505720492887"
   },
   "startedAt": "2026-10-10T18:53:22+00:00",
   "seconds": 11.72,
   "ok": true,
   "isError": false,
   "chars": 16529,
   "exception": null
  },
  {
   "job": "shop",
   "key": "1732068505720492887",
   "server": "brightdata",
   "tool": "web_data_tiktok_shop",
   "args": {
    "url": "https://shop.tiktok.com/us/pdp/scratch-free-dishwashing-sponge-set-bpa-free-8-piece/1732068505720492887"
   },
   "startedAt": "2026-10-10T18:53:36+00:00",
   "seconds": 120.62,
   "ok": true,
   "isError": false,
   "chars": 14347,
   "exception": null
  }
 ],
 "summary": {
  "tokconnect": {
   "calls": 12,
   "succeeded": 12,
   "medianSeconds": 3.18,
   "slowestSeconds": 11.72,
   "fastestSeconds": 1.07,
   "totalSeconds": 59.1,
   "medianSecondsByJob": {
    "profile": 3.34,
    "post": 1.9,
    "comments": 2.74,
    "shop": 9.62
   },
   "secondsByJob": {
    "profile": [
     1.07,
     3.34,
     3.87
    ],
    "post": [
     1.9,
     9.48,
     1.86
    ],
    "comments": [
     2.74,
     2.57,
     3.02
    ],
    "shop": [
     9.62,
     7.93,
     11.72
    ]
   }
  },
  "brightdata": {
   "calls": 12,
   "succeeded": 12,
   "medianSeconds": 78.3,
   "slowestSeconds": 276.88,
   "fastestSeconds": 23.45,
   "totalSeconds": 1229.2,
   "medianSecondsByJob": {
    "profile": 66.93,
    "post": 176.34,
    "comments": 74.29,
    "shop": 77.17
   },
   "secondsByJob": {
    "profile": [
     66.93,
     79.42,
     23.45
    ],
    "post": [
     176.34,
     82.39,
     276.88
    ],
    "comments": [
     57.67,
     74.29,
     138.78
    ],
    "shop": [
     77.17,
     55.3,
     120.62
    ]
   }
  },
  "medianRatio": 24.6,
  "totalMinutes": {
   "tokconnect": 1.0,
   "brightdata": 20.5
  }
 },
 "accuracyCheck": {
  "checkedAt": "2026-10-11T00:27:54+0530",
  "profile": "@scrubdaddy",
  "brightdata": {
   "followers": 4400000,
   "likes": 104000000,
   "videos_count": 155,
   "timestamp": "2026-10-10T18:56:44.441Z",
   "following": 201,
   "is_verified": true
  },
  "tokconnect": {
   "followers": 4438874,
   "likes": 103960943,
   "videos": 155,
   "following": 201
  },
  "note": "Bright Data returned rounded display values (followers 4,400,000; likes 104,000,000); TokConnect returned exact counts at the same time."
 }
}