{"uid":"cap_GWNtHlO85IQ6XapR3RoMR","slug":"maha-context-budget-ladder-199c24a3","name":"Maha Context Budget Ladder","description":"Compare five ascending declared context budgets over the same supplied documents. No source lookup, model or answer-quality claim. Public/synthetic nonpersonal input only; 32 KiB input, 65 KB output. Result retention: 24 hours; minimal receipt metadata: 90 days. Local validation only; deployment and model spending on hold.","url":"https://www.mahastrategies.com/api/v1/context/legacy/context-budget-ladder?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"request":{"type":"object"},"dataClass":{"enum":["public","synthetic"],"type":"string"},"nonpersonalMetadata":{"type":"boolean","const":true}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.035002","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":"$0.035002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.035002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.035002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_LhDoELeYy6A-hABhwb4v4","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.035002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Compares five ascending declared context budgets applied over the same supplied documents, returning a side-by-side analysis without performing model inference or source lookups.","exampleAgentPrompt":"Can you run the context budget ladder on these documents I'm supplying — they're public, non-personal — and show me how five ascending context budget levels compare against the same content?","exampleUseCases":[{"title":"Document coverage across context tiers","prompt":"I have a batch of public synthetic research summaries and I want to see how five different context budgets — from smallest to largest — handle the same set of documents. Can you run the context budget ladder comparison on them and show me the differences?"},{"title":"Validating context budget declarations","prompt":"I've declared five ascending context budgets for a processing pipeline and I need to verify how each one performs against the same input documents before I commit to one. Can you run those through the context budget ladder so I can compare them side by side?"},{"title":"Choosing context size for document analysis workflow","prompt":"Before I finalize my document analysis setup, I want to compare five context budget levels on my public non-personal test documents to see which one gives the best coverage without waste — can you run the ladder comparison and show me the results?"}],"resultDescription":"A structured comparison of five ascending declared context budgets evaluated over the same supplied documents, detailing how each budget tier handles the input content — without performing model inference, source lookups, or answer-quality assessments. Results are retained for 24 hours; minimal receipt metadata is kept for 90 days. Output is up to 65 KB.","failureModes":["Input exceeds 32 KiB limit — request rejected","Non-public or non-synthetic data class submitted — validation failure","nonpersonalMetadata flag not set to true — request rejected","Malformed request object — schema validation error","Output exceeds 65 KB limit — truncation or error","Service unavailable due to deployment hold — no response"],"whenToPreferThis":"Choose this endpoint when you need a pure computational comparison of five ascending context budget declarations against a fixed document set, without any model inference, external source lookup, or answer-quality evaluation. It is best suited for infrastructure validation, pipeline configuration, and pre-deployment context budget sizing decisions on public or synthetic non-personal data. Not appropriate for live model inference, real-time data retrieval, or personal data processing.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T00:51:47.006Z","isFirstParty":false,"canonicalSlug":"maha-context-budget-ladder-199c24a3"}