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GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Not Rec.

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

qwen3.8:27b

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Excellent

Aug 15, 2026 · AMD RYZEN AI MAX+ 395

Global Score
67 vs 80
Hardware Fit
21 vs 66
Quality Score
87 vs 86

Hardware

GPT-120B:120b qwen3.8:27b
MachineGMKtec NucBox EVO-T2SAZW GTR Pro
CPUIntel Core™ Ultra X7 358HAMD RYZEN AI MAX+ 395
Cores1632
RAM64 GB125 GB
GPUIntel(R) Arc(TM) B390 GPURadeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

GPT-120B:120b qwen3.8:27b
Tokens/sec11.818.4
First chunk4674 ms587 ms
TTFT9.3 s587 ms
Load time77.6 s7.4 s
Memory usage61.0 GB17.4 GB
Memory %96%14%

HW Fit Score Breakdown

GPT-120B:120b

Speed
15/50
TTFT
4/20
Memory
2/30

qwen3.8:27b

Speed
17/50
TTFT
19/20
Memory
30/30

Quality

GPT-120B:120b

Reasoning
18/20
Coding
18/20
Instruction
12/20
Structured
14/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.8:27b

Reasoning
17/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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