MiniMax
MLX Community

MiniMax M2.7 benchmark on an Apple's logo.M3 Ultra · 256 GB

<- Runs

Prompt tokens

40,960

Generation tokens

10,240

Trials passed

10/10

Verified

36.8 tok/s

576.6 tok/s

Peak memory

177.00/256 GB

Runs poorly

Trials

Decode / Prefill Speeds

Metadata

metadata.json
{
"runId": "run_3e7677c2-57a4-4305-81d4-a4708770621b",
"bundleId": "mlx-minimax-m2.7-6bit-794aa0",
"status": "verified",
"promptTokens": 40960,
"completionTokens": 10240,
"contextLength": 5120,
"harness": {
"version": "0.1.21",
"gitSha": "unknown"
},
"runtime": {
"name": "mlx_lm",
"version": "0.31.2",
"buildFlags": null
},
"model": {
"displayName": "MiniMax M2.7",
"format": "mlx",
"quant": "6bit",
"architecture": "minimax_m2",
"source": "mlx-community/MiniMax-M2.7-6bit",
"fileSizeBytes": 185826928562,
"lab": {
"name": "MiniMax",
"slug": "minimax"
},
"quantizedBy": {
"name": "MLX Community",
"slug": "mlx-community"
}
},
"device": {
"cpu": "Apple M3 Ultra",
"cpuCores": 28,
"gpu": "Apple M3 Ultra",
"gpuCores": 60,
"gpuCount": 1,
"ramGb": 256,
"osName": "macOS",
"osVersion": "26.3.1"
},
"decodeTpsMean": 36.8,
"prefillTpsMean": 576.6,
"ttftP50Ms": 7105.58,
"idleTpsMean": 5033,
"peakRssMb": 181248,
"trialsPassed": 10,
"trialsTotal": 10,
"runnabilityScore": 0.4569430357142857,
"bundleSha256": "e46df2a85ec8138271886e0e13ec7ffd3052dde4d80bf6ab3395ea4a90126949",
"createdAt": "2026-04-15T05:02:16.086Z"
}