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

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

88 vs 76

Hardware Fit

80 vs 51

Quality Score

91 vs 87

Hardware

qwopus3.6-27b-code… gemma-3-27b-it-qat

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

qwopus3.6-27b-code… gemma-3-27b-it-qat

Tokens/sec42.98.9

First chunk32 ms3976 ms

TTFT413 ms4.0 s

Load timeN/AN/A

Memory usage24.6 GB15.7 GB

Memory %81%25%

HW Fit Score Breakdown

qwopus3.6-27b-coder-com…

Speed

50/50

TTFT

20/20

Memory

10/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

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 gemma-3-27b-it-qat 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