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Commercial Proposal Comparisons — Numeric Distribution + Keyed Dataset Comparison
x402
Commercial Proposal Comparisons — Numeric Distribution + Keyed Dataset Comparison 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).
Analyzes commercial proposal data (quoted amounts and delivery days) by running two local analytical reports: a numeric distribution and a keyed dataset comparison across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Commercial proposal comparisons — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied commercial proposal comparisons records (quoted_amount, delivery_days). 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) a numeric distribution of the selected field (quoted_amount or delivery_days) across the supplied rows, showing statistical spread metrics; and (2) a keyed dataset comparison aligning primary and reference rows by row_id to surface differences between the two proposal sets. All analysis is performed locally with no external lookups.
Example use cases
Vendor bid round comparison
“I have two rounds of supplier bids — one from last quarter and one from this quarter — can you run a numeric distribution of quoted_amount and a keyed dataset comparison between them so I can see how prices have shifted?”
Delivery time spread analysis
“Can you analyze the delivery_days field across my current list of commercial proposals and give me a numeric distribution plus a comparison against our benchmark proposal set to see which vendors are outliers?”
Multi-supplier quote benchmarking
“I've got proposals from group-a and group-b suppliers and a reference dataset from our preferred vendors — please run a numeric distribution and keyed comparison on quoted_amount across all of them so I can see who's competitive.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-24-084?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have two sets of commercial proposal records (up to 200 rows each) and need both a statistical numeric distribution and a direct keyed row-by-row comparison of quoted_amount or delivery_days — all processed locally without any external data enrichment, predictions, or professional assessments. Ideal for procurement analytics, vendor benchmarking, and bid round comparisons at very low cost ($0.01 USDC for both reports).
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, company_group, date, quoted_amount, delivery_days) on any row — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — rejected
- Empty rows array — minimum 1 item required
- Mismatched row_ids between primary and reference datasets may reduce keyed comparison coverage
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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