{"uid":"cap_u062t3RmFqrcFOYrQPvoS","slug":"compute-state-api-cheapest-gpu-provider-lookup-b907a80c","name":"Compute State API — Cheapest GPU Provider Lookup","description":"Tell it the job — tokens or GPU hours — and it returns the cheapest compute that can actually run it, priced from official vendor pages. 0.005 USDC per call, no key, free sample response.\n\nThis capability is scoped to work=gpu.","url":"https://compute-state-api.replit.app/v1/cheapest?work=gpu&utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":null,"responseSchema":{"type":"object","required":["as_of","work","unit","recommendation","alternatives","disqualified","payment"],"properties":{"unit":{"type":"string"},"work":{"enum":["inference","gpu"],"type":"string"},"as_of":{"type":"string"},"payment":{"type":"object","required":["network","amount_atomic","settled"],"properties":{"tx_ref":{"type":["string","null"]},"network":{"type":"string"},"settled":{"type":"boolean"},"amount_atomic":{"type":"string"}}},"alternatives":{"type":"array","items":{"type":"object","required":["provider","sku","est_cost_usd","components","why","stale_after_s","source_url","as_of"],"properties":{"sku":{"type":"string"},"why":{"type":"string"},"as_of":{"type":"string"},"provider":{"type":"string"},"components":{"type":"array","items":{"type":"object","required":["name","tag","usd","rate_usd","unit"],"properties":{"tag":{"enum":["list","effective","unknown"],"type":"string","description":"list — the vendor's published list price.\neffective — a published rate that already reflects the billable\ndiscount for this component (for example a published batch rate).\nunknown — the component exists for this SKU but no official number\ncould be read. A SKU with any unknown component on the path the query\nneeds cannot be rank 1.\n"},"usd":{"type":"number","description":"What this component contributes to est_cost_usd for this job."},"name":{"type":"string","description":"input | output | cached_input | gpu_hour, optionally composed with the vendor's published batch, peak/off-peak and long-context variants (batch_input, input_offpeak, cached_input_long), or cached_input_at_input_rate where the vendor publishes no cheaper cache-hit rate"},"unit":{"type":"string","description":"usd_per_1m_tokens | usd_per_gpu_hour"},"rate_usd":{"type":"number","description":"The vendor's published rate the contribution was computed from."}}}},"source_url":{"type":"string"},"est_cost_usd":{"type":"number"},"stale_after_s":{"type":"integer"}}}},"disqualified":{"type":"array","items":{"type":"object","required":["provider","sku","reason"],"properties":{"sku":{"type":"string"},"reason":{"type":"string"},"provider":{"type":"string"}}}},"recommendation":{"type":"object","required":["provider","sku","est_cost_usd","components","why","stale_after_s","source_url","as_of"],"properties":{"sku":{"type":"string"},"why":{"type":"string"},"as_of":{"type":"string"},"provider":{"type":"string"},"components":{"type":"array","items":{"type":"object","required":["name","tag","usd","rate_usd","unit"],"properties":{"tag":{"enum":["list","effective","unknown"],"type":"string","description":"list — the vendor's published list price.\neffective — a published rate that already reflects the billable\ndiscount for this component (for example a published batch rate).\nunknown — the component exists for this SKU but no official number\ncould be read. A SKU with any unknown component on the path the query\nneeds cannot be rank 1.\n"},"usd":{"type":"number","description":"What this component contributes to est_cost_usd for this job."},"name":{"type":"string","description":"input | output | cached_input | gpu_hour, optionally composed with the vendor's published batch, peak/off-peak and long-context variants (batch_input, input_offpeak, cached_input_long), or cached_input_at_input_rate where the vendor publishes no cheaper cache-hit rate"},"unit":{"type":"string","description":"usd_per_1m_tokens | usd_per_gpu_hour"},"rate_usd":{"type":"number","description":"The vendor's published rate the contribution was computed from."}}}},"source_url":{"type":"string"},"est_cost_usd":{"type":"number"},"stale_after_s":{"type":"integer"}}}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.005","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":"$0.005/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.005","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.005","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_44M-bjxlZji7cB964u0cK","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.005","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns the cheapest GPU compute provider that can currently run a GPU-hour job, with pricing sourced from official vendor pages.","exampleAgentPrompt":"Which cloud provider is cheapest for GPU compute right now? I want official list prices, ranked from cheapest to most expensive, so I can pick where to run my GPU training job.","exampleUseCases":[{"title":"Minimize cost for GPU training run","prompt":"I'm about to kick off a GPU training job — can you check which cloud provider is offering the cheapest GPU hours right now based on their official pricing pages, and tell me the top option plus a couple of alternatives?"},{"title":"Daily GPU pricing dashboard","prompt":"Every morning, pull the latest cheapest GPU compute ranking from official vendor prices so I can see how costs are shifting across providers day to day."},{"title":"Budget planning for GPU workloads","prompt":"I need to estimate GPU compute costs for our next sprint — can you find which provider is currently cheapest for GPU hours and list what others are charging so I can build a cost comparison?"}],"resultDescription":"Returns a JSON object with the recommended cheapest GPU provider (including SKU, estimated cost in USD, price components tagged as list/effective/unknown, source URL, and data freshness), a list of alternative ranked providers with the same detail, a list of disqualified providers with reasons, and payment confirmation metadata including network and transaction reference.","failureModes":["Payment not settled — endpoint returns 402 if the 0.005 USDC micropayment is not included or fails","Stale data — price data may be stale if refreshed beyond the stale_after_s window","Unknown price components — some SKUs may have components tagged 'unknown', preventing them from being ranked first","Provider temporarily unavailable — a provider may be omitted from results if their pricing page is unreachable","No qualifying provider — all providers may be disqualified if none can be confirmed to currently accept new GPU jobs"],"whenToPreferThis":"Use this endpoint when you need a real-time, vendor-verified ranking of GPU compute costs and want the cheapest option that is currently available to run a GPU-hour workload. Prefer this over manual price aggregation or cached comparison sites when freshness and official pricing provenance matter. This endpoint is scoped specifically to GPU-hour billing (work=gpu), not token-based inference workloads — use the sibling inference endpoint for LLM token pricing.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T06:33:46.831Z","isFirstParty":false,"canonicalSlug":"compute-state-api-cheapest-gpu-provider-lookup-b907a80c"}