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

mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

85 vs 77

Hardware Fit

80 vs 100

Quality Score

87 vs 67

Hardware

qwen3.6-27b-mtp-pi… mlx-community/meta…

MachineASUSMac mini

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4 Pro

Cores1614

RAM31 GB64 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4 Pro

OScachyos rollingmacOS 15.7.4

Archx64arm64

Power Modeperformancebalanced

Performance

qwen3.6-27b-mtp-pi… mlx-community/meta…

Tokens/sec42.254.3

First chunk33 ms277 ms

TTFT366 ms277 ms

Load timeN/AN/A

Memory usage24.6 GB4.2 GB

Memory %81%7%

HW Fit Score Breakdown

qwen3.6-27b-mtp-pi-reas…

Speed

50/50

TTFT

20/20

Memory

10/30

mlx-community/meta-llam…

Speed

50/50

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

mlx-community/meta-llam…

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

9/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

View qwen3.6-27b-mtp-pi… details | View mlx-community/meta… details

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