ON-DEVICE • MLX • QUANTIZATION SHOOTOUT

GEMMA·4·12B // BENCH STUDIO

Live local inference benchmarks. Real tok/s. Real quality gates. 100% offline on Apple Silicon.
4-BIT • MXFP4 • 8-BIT
MTP SPECULATIVE
CODE + ARTIFACT EVAL

GEMMA 4 12B

LOCAL BENCHMARKS
LIVE • RECORDABLE
detecting rig…
CHANNELS — SELECT MODELS
PROMPT — describe what to build (use the “Custom” task), or refine any task
LEADERBOARD • TOK/S • PEAK MEM
// run benchmark to populate live meters