qwopus3.6-27b-coder-compat-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

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

deepseek-r1-distill-qwen-14b-mlx

LM-STUDIO MLX

qwen2 · 14B · 5bit

Not Rec.

Mar 11, 2026 · Apple M4

Global Score

88 vs 36

Hardware Fit

80 vs 53

Quality Score

91 vs 28

Hardware

qwopus3.6-27b-code… deepseek-r1-distil…

MachineASUSMac mini

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4

Cores1610

RAM31 GB24 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4

OScachyos rollingmacOS 26.3

Archx64arm64

Power Modeperformancebalanced

Performance

qwopus3.6-27b-code… deepseek-r1-distil…

Tokens/sec42.910.3

First chunk32 ms27 ms

TTFT413 ms20.7 s

Load timeN/A15.4 s

Memory usage24.6 GB1.0 GB

Memory %81%4%

HW Fit Score Breakdown

qwopus3.6-27b-coder-com…

Speed

50/50

TTFT

20/20

Memory

10/30

deepseek-r1-distill-qwe…

Speed

23/50

TTFT

0/20

Memory

30/30

Quality

qwopus3.6-27b-coder-com…

Reasoning

19/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

deepseek-r1-distill-qwe…

Reasoning

3/20

Coding

6/20

Instruction

6/20

Structured

3/15

Math

2/15

Multilingual

8/10

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

View qwopus3.6-27b-code… details | View deepseek-r1-distil… 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