{"generated_at":1791634076,"total_offers":1864,"feed_count":12,"feeds":[{"provider":"vast","offers":1450,"share_pct":77.79,"cumulative_pct":77.79,"kind":"marketplace","what":"Peer marketplace, true per-host offers with auction pricing.","tier":"on-demand pass: firm ask — a named host, bindable at the quoted price. Bid pass: INTERRUPTIBLE — the block can be outbid and taken away, so the quoted price is not one you are guaranteed to keep.","endpoint":"POST console.vast.ai/api/v0/bundles","auth":"API key","note":"Two passes, on-demand and bid (interruptible). The deepest book we read and the widest consumer-card variety."},{"provider":"datacrunch","offers":104,"share_pct":5.58,"cumulative_pct":83.37,"kind":"cloud","what":"EU dedicated GPU cloud (rebranded Verda). Fixed instance catalog.","tier":"on-demand pass: list price — a published rate card, per instance type. Spot pass: the same rate card for INTERRUPTIBLE capacity.","endpoint":"GET api.datacrunch.io/v1/instance-types","auth":"none — keyless","note":"gpu_memory is TOTAL across the instance, so per-GPU VRAM is divided out. Region is coarse because the location endpoint is key-gated."},{"provider":"shadeform","offers":88,"share_pct":4.72,"cumulative_pct":88.09,"kind":"aggregator","what":"AGGREGATOR — roughly 19 clouds behind one API.","tier":"list price, re-aggregated — derived from upstream rate cards, not an independent observation","endpoint":"GET api.shadeform.ai/v1/instances/types","auth":"API key","note":"NOT an independent source. Upstreams include Lambda, Crusoe, Nebius, Voltage Park, Paperspace, Scaleway and DigitalOcean. Prices arrive as whole-node US cents and are divided to per-GPU. If this feed changed terms we would lose several upstreams at once, not one."},{"provider":"runpod","offers":71,"share_pct":3.81,"cumulative_pct":91.9,"kind":"cloud","what":"GPU cloud. Fixed per-class prices, not per-host asks.","tier":"on-demand pass: list price — a published rate card, per GPU class, not per host. Spot pass: the same rate card for INTERRUPTIBLE capacity.","endpoint":"POST api.runpod.io/graphql","auth":"API key","note":"One query carries both on-demand and spot for both clouds. No per-host reliability exists to read."},{"provider":"novita","offers":47,"share_pct":2.52,"cumulative_pct":94.42,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null},{"provider":"hyperstack","offers":31,"share_pct":1.66,"cumulative_pct":96.08,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null},{"provider":"scaleway","offers":20,"share_pct":1.07,"cumulative_pct":97.16,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null},{"provider":"akash","offers":19,"share_pct":1.02,"cumulative_pct":98.18,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null},{"provider":"ovh","offers":19,"share_pct":1.02,"cumulative_pct":99.2,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null},{"provider":"ionet","offers":6,"share_pct":0.32,"cumulative_pct":99.52,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null},{"provider":"primeintellect","offers":6,"share_pct":0.32,"cumulative_pct":99.84,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null},{"provider":"cudo","offers":3,"share_pct":0.16,"cumulative_pct":100.0,"kind":null,"what":null,"tier":null,"endpoint":null,"auth":null,"note":null}],"data_hierarchy":"No feed here is an executed-transaction feed. IOSCO P8 ranks transactions above firm quotes above indicative quotes; this index sits at the quote tiers throughout, because no venue in this market publishes fills — including us. The tier beside each feed says which quote tier it is, and where a feed supplies BOTH books it says so per pass: vast, runpod and datacrunch each publish an on-demand book AND an interruptible one, and an interruptible quote is weaker evidence than a firm one because the price is not one you are guaranteed to keep. The headline number uses the on-demand class only; interruptible is published beside it and never merged into it.","concentration":{"largest_feed":"vast","largest_share_pct":77.79,"top4_share_pct":91.9,"offers_without_largest":414,"feeds_without_largest":11},"independence_caveat":"A count of feeds overstates independence. shadeform re-sells other clouds, so losing it would cost several upstreams at once.","continuity":"If the largest feed stopped, the index would keep chaining from the remaining feeds — the chaining rule only compares providers present on BOTH sides of a step, so a departure cannot create a jump. The level would continue; the DEPTH behind it would fall to 414 offers, and we would say so on this page rather than let the number quietly thin out."}