# Mesh Budgets — Exact Row Deduplication + IQR Outlier Flags

> Mesh Budgets — Exact Row Deduplication + IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).

Deduplicates rows and flags IQR-based outliers in supplied mesh budget records (triangle_count, vertex_count) for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-01-049?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-27
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/mesh-budgets-exact-row-deduplication-iqr-outlier-flags-6f721304
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_TfeAIn4xipHx1xDLw_FBK

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability mesh-budgets-exact-row-deduplication-iqr-outlier-flags-6f721304 -d '<json body>'
```

Example prompt: Can you check my mesh budget records for exact duplicate rows and flag any IQR outliers in the triangle_count field? I have about 50 rows with asset_group, date, triangle_count, and vertex_count columns that I want cleaned up.

## When to prefer this

Choose this endpoint when you need both exact duplicate detection and IQR-based statistical outlier flagging on mesh budget data (triangle_count/vertex_count) in a single low-cost call. Ideal for 3D asset pipelines, game development budgets, or any workflow that tracks polygon and vertex counts per asset group over time and needs quick data quality checks without external dependencies.

## Known failure modes

- Exceeding 200-row limit returns an error or truncation
- Missing required fields (row_id, asset_group, date, triangle_count, vertex_count) cause validation failure
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Null values in the selected analysis field may reduce outlier detection accuracy
- Single-row datasets cannot produce meaningful IQR statistics

## How this service works

Mesh budgets — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied mesh budgets records (triangle_count, vertex_count). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two analytical reports: (1) a deduplication report identifying exact duplicate rows among the submitted records, and (2) an IQR-based outlier flag report marking records whose selected numeric field (triangle_count or vertex_count) falls outside the interquartile range threshold — all computed locally with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "asset_group",
     "date",
     "triangle_count",
     "vertex_count"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "asset_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "vertex_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "triangle_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "asset_group": "group-a",
     "vertex_count": 1,
     "triangle_count": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "asset_group": "group-b",
     "vertex_count": 2,
     "triangle_count": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "asset_group": "group-a",
     "vertex_count": 3,
     "triangle_count": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "asset_group": "group-b",
     "vertex_count": 4,
     "triangle_count": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "triangle_count",
    "vertex_count"
   ],
   "type": "string",
   "default": "triangle_count"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/mesh-budgets-exact-row-deduplication-iqr-outlier-flags-6f721304/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)