Qwen
LM Studio

Qwen3.6-27B benchmark on an Apple's logo.M5 Pro · 64 GB

<- Runs

Prompt tokens

40,960

Generation tokens

10,240

Trials passed

10/10

Verified

15.0 tok/s

264.8 tok/s

Peak memory

10.25/64 GB

Runs ok

Trials

Decode / Prefill Speeds

Metadata

metadata.json
{
"runId": "run_be9942b5-992b-41d4-a0d5-b16854dfd0a4",
"bundleId": "llamacpp-qwen3.6-27b-q4_k_m.gguf-abc6df",
"status": "verified",
"promptTokens": 40960,
"completionTokens": 10240,
"contextLength": 5120,
"harness": {
"version": "0.1.22",
"gitSha": "ff1d570"
},
"runtime": {
"name": "llama.cpp",
"version": "b8920",
"buildFlags": "metal"
},
"model": {
"displayName": "Qwen3.6-27B",
"format": "gguf",
"quant": "q4_k_m",
"architecture": "qwen35",
"source": "lmstudio-community/Qwen3.6-27B-GGUF:Qwen3.6-27B-Q4_K_M.gguf",
"fileSizeBytes": 16547398784,
"lab": {
"name": "Qwen",
"slug": "qwen"
},
"quantizedBy": {
"name": "LM Studio",
"slug": "lmstudio"
}
},
"device": {
"cpu": "Apple M5 Pro",
"cpuCores": 18,
"gpu": "Apple M5 Pro",
"gpuCores": 20,
"gpuCount": 1,
"ramGb": 64,
"osName": "macOS",
"osVersion": "26.4.1"
},
"decodeTpsMean": 15,
"prefillTpsMean": 264.8,
"ttftP50Ms": 15517.44,
"idleTpsMean": 9776.7,
"peakRssMb": 10500.7,
"trialsPassed": 10,
"trialsTotal": 10,
"runnabilityScore": 0.5171308715820313,
"bundleSha256": "969088ab4e7afe12379513a6ac9d8889405c2fa98b998d061e6b2a3a796c47f7",
"createdAt": "2026-04-24T23:09:41.051Z"
}