{"schema":"mycolo.peers.v0","profile":{"id":"apple-m4-max-128","label":"M4 Max ~128GB unified","stack":"mlx","bandwidth_gbs":546,"capacity_mib":131072,"typical_tdp_w":70,"family":"apple-silicon","cluster_n":1,"member_id":null,"refuse":["cuda-only-engines"]},"query":"apple-m4-max-128","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=apple-m4-max-128"}