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qwen3.8:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Good

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

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

Global Score
68 vs 90
Hardware Fit
22 vs 79
Quality Score
88 vs 94

Hardware

qwen3.8:latest GPT-20B:20b
MachineSystem manufacturerHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 9 5950X 16-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores3232
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 3090AMD 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

qwen3.8:latest GPT-20B:20b
Tokens/sec10.036.6
First chunk1041 ms722 ms
TTFT14.3 s4.7 s
Load time22.3 s0.3 s
Memory usage26.2 GB13.1 GB
Memory %82%42%

HW Fit Score Breakdown

qwen3.8:latest

Speed
12/50
TTFT
1/20
Memory
9/30

GPT-20B:20b

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

Quality

qwen3.8:latest

Reasoning
19/20
Coding
19/20
Instruction
10/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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