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GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Good

Aug 19, 2026 · Intel Core™ Ultra X7 358H

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
79 vs 66
Hardware Fit
59 vs 51
Quality Score
88 vs 73

Hardware

GPT-20B:20b ornith-1.5-9b_hybr…
MachineGMKtec NucBox EVO-T2SMicro-Star International Co., Ltd. MS-7C37
CPUIntel Core™ Ultra X7 358HAMD Ryzen 9 3900X 12-Core Processor
Cores1624
RAM64 GB128 GB
GPUIntel(R) Arc(TM) B390 GPUIntel(R) Arc(TM) Pro B70 Graphics
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

GPT-20B:20b ornith-1.5-9b_hybr…
Tokens/sec19.35.4
First chunk2004 ms39 ms
TTFT10.4 s940 ms
Load time10.4 sN/A
Memory usage12.9 GB10.7 GB
Memory %20%8%

HW Fit Score Breakdown

GPT-20B:20b

Speed
26/50
TTFT
3/20
Memory
30/30

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

Quality

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
11/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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