{"uid":"cap_qECYrU_Wy24nduQ51U4B6","slug":"token-buy-receipt-shortfall-benchmark-correlation-db971055","name":"Token Buy Receipt Shortfall — Benchmark Correlation","description":"Token buy receipt shortfall — Benchmark correlation: Benchmark correlation for Token buy receipt shortfall. Supplied token observations only. Deterministic calculation or caller-threshold verdict, not a live scan, safety proof or trade recommendation. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded benchmark correlation report.","url":"https://market.datapackvibe.com/x402/assistant-bx-token-buy-receipt-correlation?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["expected_tokens","actual_tokens"],"properties":{"actual_tokens":{"type":"number","default":950,"maximum":10000000000000000,"minimum":0},"expected_tokens":{"type":"number","default":1000,"maximum":10000000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"actual_tokens":950,"expected_tokens":1000},{"actual_tokens":1045,"expected_tokens":1100},{"actual_tokens":950,"expected_tokens":1000},{"actual_tokens":1045,"expected_tokens":1100}],"maxItems":200,"minItems":2},"benchmarks":{"type":"array","items":{"type":"number","default":1,"maximum":1000000000000000000,"minimum":-1000000000000000000},"default":[10,20,30,40],"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_iGsy70153Qkh2M5duWbm7","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":"Computes the Pearson or similar correlation between token buy receipt shortfall ratios and a set of caller-supplied benchmark values across multiple observations.","exampleAgentPrompt":"Can you run a benchmark correlation on these 4 token buy observations — expected tokens were 1000, 1100, 1000, 1100 and actual received were 950, 1045, 950, 1045 — against benchmarks of 10, 20, 30, and 40?","exampleUseCases":[{"title":"Token receipt audit against thresholds","prompt":"I have 5 token purchases where I expected 500, 750, 1000, 1200, and 1500 tokens but actually received 480, 710, 960, 1150, and 1430. Can you correlate those shortfalls against benchmarks of 5, 10, 15, 20, and 25 to see how aligned they are?"},{"title":"Exchange shortfall pattern benchmarking","prompt":"Across 6 trades on our exchange, expected token amounts were 200, 400, 600, 800, 1000, 1200 and actuals were 190, 382, 571, 756, 945, 1134 — run a benchmark correlation against reference values 1, 2, 3, 4, 5, 6 so I can see if the shortfall scales linearly."},{"title":"DeFi pool receipt discrepancy analysis","prompt":"We tracked 3 DeFi pool token buys: expected 10000, 25000, 50000 tokens with actuals of 9500, 23750, 47500. Correlate those shortfalls against our internal benchmarks of 100, 250, 500 and give me the correlation report."}],"resultDescription":"Returns a deterministic benchmark correlation report quantifying the statistical relationship between the computed token buy shortfall ratios (actual vs expected tokens) and the supplied benchmark series. Includes a correlation coefficient and a caller-threshold verdict indicating whether the correlation meets specified criteria. Not a live market scan, safety proof, or trade recommendation.","failureModes":["Fewer than 2 rows provided — minItems constraint violation","More than 200 rows or benchmarks submitted — maxItems exceeded","expected_tokens value of 0 submitted — exclusiveMinimum violation","Mismatched array lengths between rows and benchmarks may yield unexpected results","Non-numeric values in token fields cause schema validation failure","Missing required fields (expected_tokens or actual_tokens) in any row"],"whenToPreferThis":"Choose this endpoint when you need a fast, deterministic, low-cost ($0.01 USDC) statistical correlation between token buy receipt shortfalls and a reference benchmark series. Ideal when you have pre-collected token observation data (expected vs actual) and want a quantified benchmark correlation verdict without requiring a live market scan or real-time data feed. Best for offline auditing, backtesting shortfall patterns, or validating token delivery consistency against known reference benchmarks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:39:27.682Z","isFirstParty":false,"canonicalSlug":"token-buy-receipt-shortfall-benchmark-correlation-db971055"}