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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

lfm2:24b-a2b

OLLAMA GGUF

lfm2moe · 23.8B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
76 vs 78
Hardware Fit
45 vs 67
Quality Score
89 vs 82

Hardware

Gemma4-31B:31B lfm2:24b-a2b
MachineGMKtec NucBox EVO-T2SDell Inc. Inspiron 15 3530
CPUIntel Core™ Ultra X7 358HIntel Gen Intel® Core™ i7-1355U
Cores1612
RAM64 GB31 GB
GPUIntel(R) Arc(TM) B390 GPURaptor Lake-P [Iris Xe Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

Gemma4-31B:31B lfm2:24b-a2b
Tokens/sec3.811.5
First chunk3536 ms1727 ms
TTFT3.5 s1.7 s
Load time19.6 s6.8 s
Memory usage19.9 GB13.9 GB
Memory %31%45%

HW Fit Score Breakdown

Gemma4-31B:31B

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

lfm2:24b-a2b

Speed
22/50
TTFT
19/20
Memory
26/30

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

lfm2:24b-a2b

Reasoning
13/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate 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