Back to leaderboard

qwen/qwen3.6-27b

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Not Rec.

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
76 vs 90
Hardware Fit
47 vs 79
Quality Score
89 vs 94

Hardware

qwen/qwen3.6-27b GPT-20B:20b
MachineGMKtec EVO-X3HP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 9 9955HX3D 16-Core Processor
Cores3232
RAM120 GB31 GB
GPUAMD Radeon(TM) 8060S GraphicsAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26300Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen/qwen3.6-27b GPT-20B:20b
Tokens/sec10.736.6
First chunk35 ms722 ms
TTFT885 ms4.7 s
Load time127.6 s0.3 s
Memory usage67.5 GB13.1 GB
Memory %56%42%

HW Fit Score Breakdown

qwen/qwen3.6-27b

Speed
9/50
TTFT
16/20
Memory
22/30

GPT-20B:20b

Speed
46/50
TTFT
6/20
Memory
27/30

Quality

qwen/qwen3.6-27b

Reasoning
18/20
Coding
18/20
Instruction
16/20
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
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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