{"gpus":[{"name":"RTX A4000","ready":157,"refused":44,"gpu_type":"rtx-a4000","launches":279,"not_ready":78,"ready_rate":0.5627,"never_ready":122},{"name":"A40","ready":39,"refused":4,"gpu_type":"a40","launches":45,"not_ready":2,"ready_rate":0.8667,"never_ready":6},{"name":"RTX 3090","ready":7,"refused":22,"gpu_type":"rtx-3090","launches":31,"not_ready":2,"ready_rate":0.2258,"never_ready":24},{"name":"A10","ready":23,"refused":1,"gpu_type":"a10","launches":28,"not_ready":4,"ready_rate":0.8214,"never_ready":5},{"name":"A100","ready":16,"refused":0,"gpu_type":"a100","launches":22,"not_ready":6,"ready_rate":0.7273,"never_ready":6}],"as_of":"2026-10-11T18:34:28.629248+00:00","organic":{"gpus":[{"name":"RTX A4000","ready":29,"refused":5,"gpu_type":"rtx-a4000","launches":58,"not_ready":24,"ready_rate":0.5,"never_ready":29},{"name":"A100","ready":16,"refused":0,"gpu_type":"a100","launches":22,"not_ready":6,"ready_rate":0.7273,"never_ready":6}],"total_ready":68,"insufficient":["RTX A5000","A40","H100","A10","RTX 4090","B200","B300","L40S","RTX 3090","A5000","H200","L40","RTX A6000"],"total_refused":8,"total_launches":119,"total_not_ready":43},"by_class":{"outside":8,"internal":416,"sponsored":24,"unclassified":0},"min_sample":20,"total_ready":268,"insufficient":["RTX 4090","RTX A5000","H100","A6000","B200","B300","L40S","A5000","H200","L40","RTX A6000"],"window_start":"2026-09-21T00:00:00Z","total_refused":80,"total_launches":448,"total_not_ready":100,"suppliers":null,"methodology":["Launch: one GPU machine placed on a real production path (console, API key or x402), including test traffic.","Ready: a launch whose machine passed a health check at least once (a healthy provider check or a healthy in-machine agent report). Acceptance by the underlying infrastructure alone does not count as ready.","Never ready: a launch that never passed a health check. Since Sep 27, 2026, any charge on these launches is returned automatically as account credit.","Data note: before Sep 27, 2026 the automatic refund did not exist. 24 early launches by internal test accounts were charged 30 cents in total and were not refunded.","No machine started: the order could not be placed, so no machine was ever created. Most of these are a supplier reporting no stock or no capacity; a few were expired offers or placement errors on our side.","Machine did not become ready: a machine was started but never passed a health check before it ended.","Never ready is the sum of those two kinds.","Normal routing: launches placed by the normal router. Forced test runs, where placement was pinned to one supplier or a temporary test exemption was active, are excluded from this view but included in All launches.","Ready rate: ready launches divided by all launches for that GPU type.","Window: launches created from Sep 21, 2026 (UTC) up to the as-of time.","Normalization: GPU type names are lowercased, trimmed, spaces become hyphens and a leading 'nvidia-' is removed before grouping, so 'NVIDIA RTX A4000' and 'rtx-a4000' are one row.","Minimum sample: a GPU type with fewer than 20 launches shows 'Not enough data yet' instead of a rate.","Owner classes: internal (Kilawatt test accounts and wallets), sponsored (wallets classified as sponsored), outside (other accounts and paying wallets), unclassified (wallets not yet reviewed).","Refresh: computed live from the production database and cached for 5 minutes."]}