{"schema":"mycolo.peers.v0","profile":{"id":"rtx-4070-ti-12","label":"RTX 4070 Ti 12GB","stack":"cuda","bandwidth_gbs":504,"capacity_mib":12288,"typical_tdp_w":285,"family":"nvidia-40","cluster_n":1,"member_id":null,"refuse":["70b-q4-comfort"]},"query":"rtx-4070-ti-12","model":null,"track":"smoke","ranking_board":"smoke","workload_id":null,"recipes":[],"cv_soft":0.25,"cv_hard":0.4,"note":"Similar spec = same hardware class + same ranking board (smoke|official). Optimizations (engine/quant/flags) are separate recipes. Median is the headline. Smoke never mixes into official. Never certified.","self":"https://mycolo.ai/api/peers?gpu=rtx-4070-ti-12"}