COLLECTION / RECIPES

Recipes

One artifact × hardware × engine unit. Validated rows are launch-safe; measured speed sweeps attach to each recipe as evidence.

254 records

Apple M1 Pro 32GB1 × 32 GBQwen3.8-27BFP16mlxreferenceUnknown contextcontext11.1 tok/smeasuredcandidate mlx evidence measured

Apple M2 Pro 16GB1 × 16 GBQwen3.5-9B-Baseint4mlxreferenceUnknown contextcontext33 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB1 × 96 GBHuihui-Qwen3.8-27B-abliteratedMLX-8bitmlxreferenceUnknown contextcontext38.3 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBagents-a18bitmlxreference64.1Kcontext71.4 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBbonsai-27bunknownmlxreference64.1Kcontext40.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgemma-4-12b-coder-fable5-composer2.5-v18bitmlxreference64.1Kcontext40.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgemma-4-26B-A4B8bitmlxreference255.9Kcontext68.7 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgemma-4-26B-A4B-it4bitmlxreference255.9Kcontext83.6 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBGemma-4-31B-it4bitmlxreference208.1Kcontext27.6 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBGemma-4-31B-it8bitmlxreference160.1Kcontext17.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBGemma-4-31B-itbf16mlxreference60.1Kcontext10.6 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgemma-4-e2b-it4bitmlxreference127.9Kcontext117.9 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgemma-4-e2b-it8bitmlxreference127.9Kcontext99.4 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgemma-4-e4b-it8bitmlxreference8.1Kcontext92.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgpt-oss-20bmxfp4-q8mlxreference127.9Kcontext103 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBgpt-oss-120bmxfp4-q8mlxreference127.9Kcontext61.1 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBLFM2.5-8B-A1B4bitmlxreference121.1Kcontext171.5 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBLFM2.5-8B-A1B8bitmlxreference121.1Kcontext145.3 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBnemotron-3-nano-30b-a3b8bitmlxreference252.1Kcontext91.9 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBnemotron-3-nano-30b-a3bnvfp4mlxreference252.1Kcontext98.3 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBNVIDIA-Nemotron-3-Super-120B-A12B4bitmlxreference255.9Kcontext47.7 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBQwen3.5-9B-Base8bitmlxreference252.1Kcontext61.7 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBQwen3.5-9B-Base4bitmlxreference64.1Kcontext90.8 tok/smeasuredcandidate mlx evidence measured

Apple M3 Ultra 96GB 60-core GPU1 × 96 GBQwen3.5-9B-Base4bitmlxreference252.1Kcontext75.9 tok/smeasuredcandidate mlx evidence measured