toon/benchmarks/results/token-efficiency.md

Token Efficiency

⭐ GitHub Repositories       ██████████████░░░░░░░░░░░   8,745 tokens  (JSON: 15,145)  💰 42.3% saved
📈 Analytics Time Series     ██████████░░░░░░░░░░░░░░░   3,631 tokens  (JSON:  9,024)  💰 59.8% saved
👥 API Response              ██████████████░░░░░░░░░░░   2,593 tokens  (JSON:  4,589)  💰 43.5% saved
🛒 E-commerce Order          ███████████████░░░░░░░░░░     203 tokens  (JSON:    338)  💰 39.9% saved

Total: 15,172 tokens (TOON) vs 29,096 tokens (JSON) → 47.9% savings

View detailed examples

⭐ GitHub Repositories

Configuration: Top 100 GitHub repositories with stars, forks, and metadata

Savings: 6,400 tokens (42.3% reduction)

JSON (15,145 tokens):

{
  "repositories": [
    {
      "id": 28457823,
      "name": "freeCodeCamp",
      "repo": "freeCodeCamp/freeCodeCamp",
      "description": "freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming,...",
      "createdAt": "2014-12-24T17:49:19Z",
      "updatedAt": "2025-10-27T07:40:58Z",
      "pushedAt": "2025-10-26T11:31:08Z",
      "stars": 430828,
      "watchers": 8582,
      "forks": 42136,
      "defaultBranch": "main"
    },
    {
      "id": 132750724,
      "name": "build-your-own-x",
      "repo": "codecrafters-io/build-your-own-x",
      "description": "Master programming by recreating your favorite technologies from scratch.",
      "createdAt": "2018-05-09T12:03:18Z",
      "updatedAt": "2025-10-27T07:43:25Z",
      "pushedAt": "2025-10-10T18:45:01Z",
      "stars": 430102,
      "watchers": 6322,
      "forks": 40388,
      "defaultBranch": "master"
    },
    {
      "id": 21737465,
      "name": "awesome",
      "repo": "sindresorhus/awesome",
      "description": "😎 Awesome lists about all kinds of interesting topics",
      "createdAt": "2014-07-11T13:42:37Z",
      "updatedAt": "2025-10-27T07:44:27Z",
      "pushedAt": "2025-10-23T17:26:53Z",
      "stars": 409760,
      "watchers": 8016,
      "forks": 32015,
      "defaultBranch": "main"
    }
  ]
}

TOON (8,745 tokens):

repositories[3]{id,name,repo,description,createdAt,updatedAt,pushedAt,stars,watchers,forks,defaultBranch}:
  28457823,freeCodeCamp,freeCodeCamp/freeCodeCamp,"freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming,...","2014-12-24T17:49:19Z","2025-10-27T07:40:58Z","2025-10-26T11:31:08Z",430828,8582,42136,main
  132750724,build-your-own-x,codecrafters-io/build-your-own-x,Master programming by recreating your favorite technologies from scratch.,"2018-05-09T12:03:18Z","2025-10-27T07:43:25Z","2025-10-10T18:45:01Z",430102,6322,40388,master
  21737465,awesome,sindresorhus/awesome,😎 Awesome lists about all kinds of interesting topics,"2014-07-11T13:42:37Z","2025-10-27T07:44:27Z","2025-10-23T17:26:53Z",409760,8016,32015,main

---

📈 Analytics Time Series

Configuration: 180 days of web metrics (views, clicks, conversions, revenue)

Savings: 5,393 tokens (59.8% reduction)

JSON (9,024 tokens):

{
  "metrics": [
    {
      "date": "2024-12-31",
      "views": 3769,
      "clicks": 400,
      "conversions": 59,
      "revenue": 198.98
    },
    {
      "date": "2025-01-01",
      "views": 5742,
      "clicks": 463,
      "conversions": 28,
      "revenue": 295.77
    },
    {
      "date": "2025-01-02",
      "views": 3669,
      "clicks": 336,
      "conversions": 102,
      "revenue": 624.23
    },
    {
      "date": "2025-01-03",
      "views": 1332,
      "clicks": 304,
      "conversions": 99,
      "revenue": 113.06
    },
    {
      "date": "2025-01-04",
      "views": 1444,
      "clicks": 222,
      "conversions": 88,
      "revenue": 986.69
    }
  ]
}

TOON (3,631 tokens):

metrics[5]{date,views,clicks,conversions,revenue}:
  2024-12-31,3769,400,59,198.98
  2025-01-01,5742,463,28,295.77
  2025-01-02,3669,336,102,624.23
  2025-01-03,1332,304,99,113.06
  2025-01-04,1444,222,88,986.69