qwopus3.6-27b-coder-compat-mtp
LM-STUDIO GGUFqwen35 · 27B · Q4_K_M
Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor
Global Score
88 vs 87
Hardware Fit
80 vs 81
Quality Score
91 vs 90
Hardware
qwopus3.6-27b-code… GPT-20B:20b
MachineASUSHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1632
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 4090, RaphaelAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OScachyos rollingMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced
Performance
qwopus3.6-27b-code… GPT-20B:20b
Tokens/sec42.936.9
First chunk32 ms902 ms
TTFT413 ms4.2 s
Load timeN/A19.5 s
Memory usage24.6 GB13.1 GB
Memory %81%42%
HW Fit Score Breakdown
qwopus3.6-27b-coder-com…
Speed
50/50
TTFT
20/20
Memory
10/30
GPT-20B:20b
Speed
47/50
TTFT
7/20
Memory
27/30
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
GPT-20B:20b
Reasoning
19/20
Coding
17/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest