toon/docs/benchmarks.md

Example	JSON	TOON	Saved	Reduction
👤 Simple user object	31	18	13	41.9%
🏷️ User with tags	48	28	20	41.7%
📦 Small product catalog	117	49	68	58.1%
👥 API response with users	123	53	70	56.9%
⚙️ Nested configuration	67	41	26	38.8%
🛒 E-commerce order	163	94	69	42.3%
📊 Analytics data	209	94	115	55.0%
📈 Large dataset (50 records)	2159	762	1397	64.7%
Total	2917	1139	1778	61.0%

View detailed examples

📦 Small product catalog

Savings: 68 tokens (58.1% reduction)

JSON (117 tokens):

{
  "items": [
    {
      "sku": "A1",
      "name": "Widget",
      "qty": 2,
      "price": 9.99
    },
    {
      "sku": "B2",
      "name": "Gadget",
      "qty": 1,
      "price": 14.5
    },
    {
      "sku": "C3",
      "name": "Doohickey",
      "qty": 5,
      "price": 7.25
    }
  ]
}

TOON (49 tokens):

items[3]{sku,name,qty,price}:
  A1,Widget,2,9.99
  B2,Gadget,1,14.5
  C3,Doohickey,5,7.25

---

👥 API response with users

Savings: 70 tokens (56.9% reduction)

JSON (123 tokens):

{
  "users": [
    {
      "id": 1,
      "name": "Alice",
      "email": "alice@example.com",
      "active": true
    },
    {
      "id": 2,
      "name": "Bob",
      "email": "bob@example.com",
      "active": true
    },
    {
      "id": 3,
      "name": "Charlie",
      "email": "charlie@example.com",
      "active": false
    }
  ],
  "total": 3,
  "page": 1
}

TOON (53 tokens):

users[3]{id,name,email,active}:
  1,Alice,alice@example.com,true
  2,Bob,bob@example.com,true
  3,Charlie,charlie@example.com,false
total: 3
page: 1

---

📊 Analytics data

Savings: 115 tokens (55.0% reduction)

JSON (209 tokens):

{
  "metrics": [
    {
      "date": "2025-01-01",
      "views": 1234,
      "clicks": 89,
      "conversions": 12
    },
    {
      "date": "2025-01-02",
      "views": 2345,
      "clicks": 156,
      "conversions": 23
    },
    {
      "date": "2025-01-03",
      "views": 1890,
      "clicks": 123,
      "conversions": 18
    },
    {
      "date": "2025-01-04",
      "views": 3456,
      "clicks": 234,
      "conversions": 34
    },
    {
      "date": "2025-01-05",
      "views": 2789,
      "clicks": 178,
      "conversions": 27
    }
  ]
}

TOON (94 tokens):

metrics[5]{date,views,clicks,conversions}:
  2025-01-01,1234,89,12
  2025-01-02,2345,156,23
  2025-01-03,1890,123,18
  2025-01-04,3456,234,34
  2025-01-05,2789,178,27