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

google/gemma-3-27b

LM-STUDIO MLX

gemma3 · 27B · 4bit

Not Rec.

Mar 19, 2026 · Apple M4

Global Score

88 vs 71

Hardware Fit

80 vs 35

Quality Score

91 vs 86

Hardware

qwopus3.6-27b-code… google/gemma-3-27b

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… google/gemma-3-27b

Tokens/sec42.95.9

First chunk32 ms19 ms

TTFT413 ms1.8 s

Load timeN/AN/A

Memory usage24.6 GB22.0 GB

Memory %81%92%

HW Fit Score Breakdown

qwopus3.6-27b-coder-com…

Speed

50/50

TTFT

20/20

Memory

10/30

google/gemma-3-27b

Speed

12/50

TTFT

19/20

Memory

4/30

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

google/gemma-3-27b

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View qwopus3.6-27b-code… details | View google/gemma-3-27b 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