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Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Good

Aug 18, 2026 · Intel Core™ i7-14700F

Global Score
76 vs 79
Hardware Fit
45 vs 47
Quality Score
89 vs 93

Hardware

Gemma4-31B:31B GPT-120B:120b
MachineGMKtec NucBox EVO-T2SHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUIntel Core™ Ultra X7 358HIntel Core™ i7-14700F
Cores1628
RAM64 GB128 GB
GPUIntel(R) Arc(TM) B390 GPUNVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Gemma4-31B:31B GPT-120B:120b
Tokens/sec3.818.2
First chunk3536 ms1719 ms
TTFT3.5 s3.9 s
Load time19.6 s50.9 s
Memory usage19.9 GB61.5 GB
Memory %31%48%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed
5/50
TTFT
10/20
Memory
30/30

GPT-120B:120b

Speed
17/50
TTFT
5/20
Memory
25/30

Quality

Gemma4-31B:31B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

GPT-120B:120b

Reasoning
19/20
Coding
19/20
Instruction
15/20
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