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Simulation Caches — Exact Row Deduplication + IQR Outlier Flags
x402
Simulation Caches — 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 2026-10-22).
Deduplicates simulation cache records and flags IQR-based outliers across cache_gb and simulation_seconds fields for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Simulation caches — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied simulation caches records (cache_gb, simulation_seconds). 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 for the submitted simulation cache rows: (1) an exact row deduplication report identifying which rows are duplicates, and (2) IQR-based outlier flags indicating which records have statistically anomalous values for the selected field (cache_gb or simulation_seconds). No external lookups or predictions are made; all analysis is performed locally on the supplied data.
Example use cases
Cleaning simulation cache logs before reporting
“I have a batch of simulation cache logs with possible duplicate entries and some suspiciously large cache_gb values — can you deduplicate them exactly and flag any IQR outliers in cache_gb so I know which records to investigate?”
Detecting outlier simulation runtimes by asset group
“My simulation pipeline produced 150 records across several asset groups. Can you run exact row dedup and flag IQR outliers on the simulation_seconds field so I can see which runs took unusually long?”
QA pass on simulation dataset before handoff
“Before I hand off this simulation dataset to the client, can you run a quick exact-duplicate check and IQR outlier flag on both cache_gb and simulation_seconds across all 80 rows? I want two reports — one per field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-08-049?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication and IQR-based outlier detection on simulation cache records (cache_gb and simulation_seconds) in a single call, without requiring any external data lookup or live prediction. It is purpose-built for simulation cache data quality workflows and is cost-effective at $0.01 USDC for two reports on up to 200 rows.
Side effects
- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — request rejected
- Missing required fields (row_id, asset_group, date, cache_gb, simulation_seconds) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric field values outside allowed range — schema rejection
- Payment not received or insufficient USDC — 402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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