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Quick Ratio Sequential Input-Change Attribution (Waterfall)
x402
Quick Ratio Sequential Input-Change Attribution (Waterfall) 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).
Performs a sequential waterfall attribution analysis on the Quick Ratio metric, showing how each input change (cash, receivables, marketable securities, current liabilities) contributed to the overall change from a baseline to a final period.
Price / call$0.01
Success—
StatusUnknown
How this service works
Quick ratio - Sequential input-change attribution: Change each input from baseline to final in declared field order, reporting each incremental effect; order dependent. Metric: Quick ratio. Supplied figures only; returns JSON with formula, units and limitations. One of 50 calculators with 20 analysis modes. No live feed, financial advice or trade execution. 0.01 USDC includes one bounded sequential input-change attribution report.
Output
A JSON response containing a step-by-step waterfall table showing the incremental effect on the Quick Ratio as each input (cash, marketable securities, receivables, current liabilities) is changed from its baseline to final value in declared field order, along with the starting and ending Quick Ratio values, the formula used, currency/unit notes, and a limitations disclaimer.
Example use cases
Quarterly liquidity driver analysis
“Our quick ratio dropped from Q2 to Q3 — before: cash 12000, receivables 15000, marketable securities 3000, current liabilities 18000; after: cash 10000, receivables 14000, marketable securities 2500, current liabilities 20000. Can you do a sequential waterfall to show which input caused the most damage to our quick ratio?”
Explaining ratio improvement to investors
“I need to explain to investors why our quick ratio improved. Before figures: cash 8000, receivables 10000, marketable securities 1500, current liabilities 14000. After figures: cash 9500, receivables 12000, marketable securities 2000, current liabilities 13000. Run the sequential input-change attribution so I can show the step-by-step contribution of each item.”
CFO scenario comparison for liability management
“We paid down some debt this year — before: cash 6000, receivables 9000, marketable securities 1000, current liabilities 16000; after: cash 6000, receivables 9000, marketable securities 1000, current liabilities 12000. Do the waterfall attribution on our quick ratio so I can quantify exactly how much the liability reduction moved the needle.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-finance-quick-ratio-waterfall?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to understand the incremental, ordered contribution of each balance sheet input to a change in Quick Ratio — especially useful for CFO reporting, investor explanations, or variance analysis where the sequence of changes matters. Prefer this over a simple Quick Ratio calculator when you want a waterfall decomposition rather than a point-in-time value, and over average-of-paths (Shapley) attribution when declared field order is the desired attribution convention.
Side effects
- current_liabilities of 0 or missing will cause a division-by-zero error (exclusiveMinimum enforced)
- Values exceeding 1,000,000,000,000 will be rejected by schema validation
- Missing required fields (cash, receivables, marketable_securities, current_liabilities) in before or after objects will result in a validation error
- Non-numeric inputs will fail schema validation
- No live data feed — results depend entirely on user-supplied figures; garbage-in garbage-out
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| after | object | |
| before | object |
Tags
x402
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