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Break-even Sales Units Distribution Summary
x402
Break-even Sales Units 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 2026-10-22).
Summarises up to 200 break-even sales unit calculations with quantiles and population standard deviation across multiple cost/price scenarios.
Price / call$0.01
Success—
StatusUnknown
How this service works
Break-even sales units - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Break-even sales units. 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
Returns a JSON object containing a distribution summary of break-even unit calculations across all submitted rows, including quantiles (e.g. min, Q1, median, Q3, max) and population standard deviation, along with the formula used, units, and applicable limitations.
Example use cases
Sensitivity analysis for product pricing
“I'm testing 10 different price points for my widget — fixed costs are $8000 across all scenarios, variable costs range from $10 to $18, and prices range from $20 to $35. Can you summarize the distribution of break-even sales units across all these scenarios, including the quartiles and standard deviation?”
Comparing cost structures across factories
“We have 15 manufacturing configurations with different fixed and variable costs and selling prices. Can you give me a statistical distribution summary — quantiles and standard deviation — of the break-even units needed across all those configurations so I can see how spread out the outcomes are?”
Monte Carlo-style break-even risk overview
“I've run 50 simulated cost and price combinations for my business plan — fixed costs between $3000 and $9000, unit prices between $15 and $40, variable costs between $8 and $22. Please summarize the break-even units distribution across all 50 rows with quantiles and population standard deviation.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-finance-break-even-units-summary?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a statistical distribution summary (quantiles + standard deviation) across multiple break-even scenarios rather than a single break-even calculation. It is specifically designed for batch analysis of 2–200 observations and returns structured JSON with formula and limitation metadata, making it ideal for sensitivity analysis, Monte Carlo summaries, or comparing cost structures across many configurations.
Side effects
- Fewer than 2 rows submitted — minimum 2 observations required
- More than 200 rows submitted — exceeds maxItems limit
- Unit price of zero or negative — exclusiveMinimum constraint violated
- Fixed costs or variable costs exceed 1,000,000,000,000 — maximum constraint violated
- Variable cost per unit equals or exceeds unit price — results in undefined or infinite break-even units
- Malformed row objects or missing required fields (fixed_costs, unit_price, variable_cost_per_unit)
- Payment failure — 0.01 USDC not supplied or x402 payment rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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