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Render Jobs Duplicate Key Report + IQR Outlier Flags
x402
Render Jobs Duplicate Key Report + 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 2026-10-22).
Analyzes up to 200 render job records to produce a duplicate key report and IQR-based outlier flags for render_seconds or sample_count fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags 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
Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated row_id values, and (2) IQR outlier flags marking rows whose render_seconds or sample_count values fall outside the interquartile range fence. Up to 200 rows processed per call.
Example use cases
Detect duplicate jobs in render pipeline
“I have a batch of 150 render job records from our overnight pipeline and I want to know if any row IDs are duplicated — can you run a duplicate key report on them using the render_seconds field?”
Flag outlier render times in asset group
“Can you check these render job records for statistical outliers in render_seconds using IQR analysis? I'm worried some jobs took way too long or suspiciously short and I want them flagged.”
Audit sample counts for data quality
“I need a data quality check on my render job dataset — please find any duplicate row IDs and flag any IQR outliers in the sample_count field across these 80 records.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-065?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, local statistical analysis of render job data without any external lookups or predictions — specifically when you want both duplicate key detection and IQR-based outlier flagging in a single cheap call ($0.01 USDC). Ideal for data quality audits of creative/rendering pipeline records with up to 200 rows.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, asset_group) on any row — validation error
- Invalid date format not matching YYYY-MM-DD pattern — rejected
- Numeric values outside allowed range (±1 trillion) — error
- Empty rows array — error
- Invalid field enum value (must be render_seconds or sample_count) — rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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