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Margin of Safety Distribution Summary
x402
Margin of Safety Distribution Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).
Summarises up to 200 margin-of-safety observations with quantiles and population standard deviation
Price / call$0.01
Success—
StatusUnknown
How this service works
Margin of safety - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Margin of safety. 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 distribution summary report.
Output
A JSON object containing the distribution summary of computed margin-of-safety observations, including quantiles (e.g. min, Q1, median, Q3, max), population standard deviation, the formula used, units, and stated limitations of the analysis.
Example use cases
Quarterly safety margin spread analysis
“I have 12 quarters of actual and break-even sales data. Can you compute the distribution summary for our margin of safety — including quantiles and standard deviation — so I can see how consistent our buffer has been? Actuals: 10000, 11000, 9500, 12000, 10500, 11500, 9000, 13000, 10200, 11200, 9800, 12500; Break-even: 7000, 7700, 6650, 8400, 7350, 8050, 6300, 9100, 7140, 7840, 6860, 8750.”
Multi-store margin of safety benchmarking
“We have 15 store locations and I want to understand the spread of their margin of safety performance. Here are the actual sales and break-even sales pairs for each store. Can you give me the quantiles and population standard deviation so I can identify which stores are outliers?”
Annual budget vs actuals safety buffer review
“Our finance team tracked actual sales and break-even sales for 50 business units this year. Can you generate a distribution summary — with percentiles and standard deviation — for the margin of safety across all 50 units so we can report on the overall financial resilience of the portfolio?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-finance-margin-safety-summary?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have a batch of pre-computed actual and break-even sales figures (2–200 observations) and need a statistical distribution summary — quantiles and population standard deviation — of the resulting margin of safety values. Prefer it over a single-record calculator when you want to understand variability, spread, or percentile rankings across periods, stores, or business units. Not suitable if you need live financial data, trade execution, or financial advice.
Side effects
- Fewer than 2 rows supplied — minimum 2 observations required
- More than 200 rows supplied — exceeds maxItems limit
- actual_sales of 0 or negative — excluded by exclusiveMinimum constraint
- Missing required fields actual_sales or break_even_sales in any row
- Non-numeric values passed for sales figures — schema validation failure
- break_even_sales exceeding 1,000,000,000,000 — out of allowed range
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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