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qwen3.6-27b-mtp-pi-reasoning

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

qwen3.8-27b-mlx

LM-STUDIO UNKNOWN

27B

Good

Aug 17, 2026 · Apple M5 Max

Global Score
85 vs 66
Hardware Fit
80 vs 91
Quality Score
87 vs 55

Hardware

qwen3.6-27b-mtp-pi… qwen3.8-27b-mlx
MachineASUSMacBook Pro
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M5 Max
Cores1618
RAM31 GB64 GB
GPUNVIDIA GeForce RTX 4090, RaphaelApple M5 Max
OScachyos rollingmacOS 27.0
Archx64arm64
Power Modelow-powerbalanced

Performance

qwen3.6-27b-mtp-pi… qwen3.8-27b-mlx
Tokens/sec78.533.2
First chunk5 ms7 ms
TTFT198 ms311 ms
Load timeN/AN/A
Memory usage24.6 GB0.5 GB
Memory %81%1%

HW Fit Score Breakdown

qwen3.6-27b-mtp-pi-reas…

Speed
50/50
TTFT
20/20
Memory
10/30

qwen3.8-27b-mlx

Speed
41/50
TTFT
20/20
Memory
30/30

Quality

qwen3.6-27b-mtp-pi-reas…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.8-27b-mlx

Reasoning
19/20
Coding
13/20
Instruction
6/20
Structured
0/15
Math
14/15
Multilingual
3/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest