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Render Farm Usage Deduplication and Category Frequency Analyzer
x402
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.
Price / call$0.01
Success—
StatusUnknown
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.
Example use cases
VFX studio render job deduplication
“Our pipeline exported render farm logs and I suspect there are duplicate entries — can you deduplicate these records and tell me how often each asset_group appears? I have about 80 rows with row_id, date, asset_group, node_hours, and job_count fields.”
Render cost breakdown by asset group
“I need a category frequency report for our render farm usage data — how many jobs and node hours are being logged per asset group? Here are 120 rows of our render farm records with row_id, date, asset_group, node_hours, and job_count.”
Cleaning duplicated rendering pipeline exports
“Our render tracking system double-exported some records — please deduplicate these 60 rows and give me a frequency summary by asset group so I can see which categories are most active. Each row has a row_id, date, asset_group, node_hours, and job_count.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-24-041?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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