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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

qwen3.5-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · IQ3_XXS

Excellent

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
76 vs 80
Hardware Fit
45 vs 62
Quality Score
89 vs 88

Hardware

Gemma4-31B:31B qwen3.5-35b-a3b
MachineGMKtec NucBox EVO-T2SDocker Container
CPUIntel Core™ Ultra X7 358HIntel Gen Intel® Core™ i9-11900H
Cores1616
RAM64 GB15 GB
GPUIntel(R) Arc(TM) B390 GPUTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

Gemma4-31B:31B qwen3.5-35b-a3b
Tokens/sec3.810.6
First chunk3536 ms52 ms
TTFT3.5 s3.2 s
Load time19.6 s7.6 s
Memory usage19.9 GB1.1 GB
Memory %31%7%

HW Fit Score Breakdown

Gemma4-31B:31B

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

qwen3.5-35b-a3b

Speed
19/50
TTFT
13/20
Memory
30/30

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

qwen3.5-35b-a3b

Reasoning
16/20
Coding
18/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View Gemma4-31B:31B details | View qwen3.5-35b-a3b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest