{"uid":"cap_v8mwcY7_jnkiQxGOjfKHL","slug":"cash-ratio-distribution-summary-calculator-87bfa9f7","name":"Cash Ratio Distribution Summary Calculator","description":"Cash ratio - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Cash 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 distribution summary report.","url":"https://market.datapackvibe.com/x402/assistant-finance-cash-ratio-summary?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["cash_and_equivalents","current_liabilities"],"properties":{"current_liabilities":{"type":"number","default":10000,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period","exclusiveMinimum":0},"cash_and_equivalents":{"type":"number","default":5000,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period"}},"additionalProperties":false},"default":[{"current_liabilities":10000,"cash_and_equivalents":5000},{"current_liabilities":11000,"cash_and_equivalents":5500},{"current_liabilities":10000,"cash_and_equivalents":5000},{"current_liabilities":11000,"cash_and_equivalents":5500}],"maxItems":200,"minItems":2}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_Z3zwkMqFSstOT4V4XXs6o","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Summarizes up to 200 cash ratio observations (cash and equivalents divided by current liabilities) with quantiles and population standard deviation","exampleAgentPrompt":"I have quarterly cash and equivalents and current liabilities figures for 8 periods — can you run a distribution summary on the cash ratios, showing quantiles and standard deviation? The pairs are: (5000, 10000), (5500, 11000), (4800, 9800), (6000, 12000), (5200, 10500), (5100, 10200), (4900, 9900), (5300, 10600).","exampleUseCases":[{"title":"Quarterly liquidity trend analysis","prompt":"I have 12 quarters of cash and equivalents and current liabilities data for our company. Can you summarize the distribution of our cash ratios — I want to see the quantiles and standard deviation so I understand how stable our liquidity has been? Here are the pairs: (6000,12000),(5500,11000),(5800,11500),(6200,12500),(5900,11800),(6100,12200),(5700,11400),(6300,12600),(5800,11600),(6000,12000),(5900,11900),(6100,12100)."},{"title":"Multi-company cash ratio benchmarking","prompt":"I'm comparing cash ratios across 15 companies in the retail sector. Can you give me a distribution summary — quantiles and population standard deviation — for these cash-and-equivalents and current-liabilities pairs: (3000,15000),(4000,18000),(2500,12000),(5000,20000),(3500,16000),(4500,19000),(2800,13000),(3200,14000),(4800,17000),(5200,21000),(3100,15500),(4100,18500),(2600,12500),(3700,16500),(4600,19500)?"},{"title":"Annual report liquidity dispersion review","prompt":"We have 20 years of annual cash ratio data from our financials. Can you summarize the distribution including percentile breakdowns and standard deviation? Here are the cash-and-equivalents and current-liabilities figures: (8000,20000),(8500,21000),(7500,19000),(9000,22000),(8200,20500),(8700,21500),(7800,19500),(9200,22500),(8300,20800),(8800,21800),(7600,19200),(9100,22200),(8100,20300),(8600,21300),(7900,19800),(9300,22800),(8400,21000),(8900,22000),(7700,19700),(9400,23000)."}],"resultDescription":"A JSON object containing a distribution summary of computed cash ratio values derived from the supplied rows, including quantile breakpoints (e.g. p25, p50, p75), population standard deviation, the cash ratio formula used, units, and any applicable limitations of the analysis. No external data is fetched; all calculations are based solely on the provided figures.","failureModes":["Fewer than 2 rows supplied — minimum input requirement not met","current_liabilities value of zero causes division-by-zero in ratio calculation (excluded via exclusiveMinimum:0 constraint)","More than 200 rows supplied — exceeds maxItems limit","Values outside the allowed range (0–1,000,000,000,000) rejected","Inconsistent currency or reporting periods supplied by caller leading to misleading statistics (not detected by API)","Payment of 0.01 USDC not completed — request rejected"],"whenToPreferThis":"Choose this endpoint when you need a fast, bounded statistical summary of cash ratio observations across multiple periods or entities, specifically including quantiles and population standard deviation. It is ideal for batch descriptive statistics on 2–200 pre-collected data points rather than real-time lookups or single-observation calculations. Prefer it over generic statistics libraries when you want a finance-domain-aware response that includes the cash ratio formula, units, and limitations in the output.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T02:01:13.215Z","isFirstParty":false,"canonicalSlug":"cash-ratio-distribution-summary-calculator-87bfa9f7"}