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GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Not Rec.

Aug 25, 2026 · Intel Core™ Ultra X7 358H

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
68 vs 78
Hardware Fit
21 vs 86
Quality Score
88 vs 74

Hardware

GPT-120B:120b qwen3:8b
MachineGMKtec NucBox EVO-T2S
CPUIntel Core™ Ultra X7 358HAMD Ryzen 9 3900X 12-Core Processor
Cores1624
RAM64 GB64 GB
GPUIntel(R) Arc(TM) B390 GPUNVIDIA GeForce RTX 4060 Ti
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

GPT-120B:120b qwen3:8b
Tokens/sec12.148.5
First chunk4392 ms202 ms
TTFT8.7 s4.3 s
Load time80.1 s4.2 s
Memory usage61.0 GB5.5 GB
Memory %96%9%

HW Fit Score Breakdown

GPT-120B:120b

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

qwen3:8b

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

Quality

GPT-120B:120b

Reasoning
18/20
Coding
19/20
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

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate 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