# Render Farm Usage Deduplication and Category Frequency Analyzer

> Render Farm Usage Deduplication and Category Frequency Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).

Deduplicates render farm usage records and computes category-level frequencies for node_hours and job_count across up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-24-041?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-23
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/render-farm-usage-deduplication-and-category-frequency-analyzer-213cdd94
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_9LppYs6CZO-0YXT7b-C4G

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 render-farm-usage-deduplication-and-category-frequency-analyzer-213cdd94 -d '<json body>'
```

Example prompt: I have render farm usage records for our VFX project — can you deduplicate the rows and give me category frequencies for node hours and job counts across our asset groups? I'll send up to 50 rows with fields like row_id, date, asset_group, node_hours, and job_count.

## When to prefer this

Choose this endpoint when you have up to 200 render farm usage records and need both exact duplicate removal and per-category frequency analysis in a single call. It is purpose-built for VFX, animation, or compute-heavy pipelines that track work by asset group. It does not require external data sources or live lookups — all analysis is performed on the data you supply, making it suitable for offline or batch audit workflows.

## Known failure modes

- Exceeding the 200-row limit returns a validation error
- Missing required fields (row_id, asset_group, date, node_hours, job_count) causes request rejection
- Invalid date format (non-YYYY-MM-DD) triggers a pattern validation failure
- Numeric values outside the allowed range cause schema validation errors
- Empty rows array (minItems:1 violated) returns an error
- Payment failure via x402 protocol blocks the request

## How this service works

Render farm usage — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied render farm usage records (node_hours, job_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) an exact-row deduplication report showing which records were duplicates and the cleaned unique set, and (2) a category frequency report breaking down node_hours and job_count tallies by asset_group across the submitted rows.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/render-farm-usage-deduplication-and-category-frequency-analyzer-213cdd94/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)