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Render Jobs Numeric Distribution and Adjacent Row Changes Analyzer
x402
Render Jobs Numeric Distribution and Adjacent Row Changes Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).
Computes numeric distribution statistics and adjacent row change analysis for render job records (render_seconds, sample_count) across up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes for supplied render jobs records (render_seconds, sample_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
Two independent analytical reports: (1) a numeric distribution report showing statistical properties (min, max, mean, percentiles, etc.) of the selected field (render_seconds or sample_count), and (2) an adjacent row changes report showing value differences between consecutive rows for the selected field, across up to 200 supplied render job records.
Example use cases
Render pipeline performance audit
“I have 150 render job records with dates, asset groups, render_seconds, and sample_count values — can you run a numeric distribution and adjacent row change report on render_seconds so I can see how render times are spread and where big jumps happen between consecutive jobs?”
Sample count variability check
“Here are 80 rows of render job data including row_id, date, asset_group, and sample_count — please analyze the sample_count field for its numeric distribution and show me adjacent row changes so I can spot any anomalous spikes between jobs.”
Asset group render time comparison
“I want to understand the statistical distribution of render_seconds across different asset groups in my batch of 120 render jobs, plus see how render time shifts between adjacent rows — can you run both reports on my data?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-077?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need offline, supply-side statistical analysis of render job performance data — specifically numeric distribution and sequential row-change patterns — without requiring live lookup or external data enrichment. It is ideal for render pipeline audits, batch QA reviews, or creative production analytics where you already have the data and need two complementary statistical views in a single low-cost call.
Side effects
- Missing required fields (row_id, date, render_seconds, sample_count) causes validation error
- Exceeding 200 row limit results in rejection
- Invalid date format (non-YYYY-MM-DD) causes schema validation failure
- Null values in numeric fields may affect distribution completeness
- Invalid field enum value (not render_seconds or sample_count) causes error
- Empty rows array returns error due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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