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

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Jul 5, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

hf.co/bartowski/ai9stars_G9v3-3B-GGUF:BF16

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 26, 2026 · Apple M1 Pro

Global Score

88 vs 64

Hardware Fit

80 vs 92

Quality Score

91 vs 52

Hardware

qwopus3.6-27b-code… hf.co/bartowski/ai…

MachineASUSMacBook Pro

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M1 Pro

Cores1610

RAM31 GB16 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M1 Pro

OScachyos rollingmacOS 26.6.2

Archx64arm64

Power Modeperformancebalanced

Performance

qwopus3.6-27b-code… hf.co/bartowski/ai…

Tokens/sec80.829.9

First chunk6 ms108 ms

TTFT226 ms108 ms

Load timeN/A3.4 s

Memory usage24.6 GB8.9 GB

Memory %81%56%

HW Fit Score Breakdown

qwopus3.6-27b-coder-com…

Speed

50/50

TTFT

20/20

Memory

10/30

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

22/30

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

hf.co/bartowski/ai9star…

Reasoning

17/20

Coding

14/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

1/10

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

View qwopus3.6-27b-code… details | View hf.co/bartowski/ai… 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