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deepscaler:1.5b

OLLAMA GGUF

qwen2 · 1.8B · F16

Good

Oct 11, 2026 · AMD Ryzen 5 5500

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

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

Global Score
64 vs 76
Hardware Fit
98 vs 45
Quality Score
49 vs 89

Hardware

deepscaler:1.5b Gemma4-31B:31B
MachineMicrosoft WSLGMKtec NucBox EVO-T2S
CPUAMD Ryzen 5 5500Intel Core™ Ultra X7 358H
Cores1216
RAM8 GB64 GB
GPUIntegrated / UnknownIntel(R) Arc(TM) B390 GPU
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeunknownbalanced

Performance

deepscaler:1.5b Gemma4-31B:31B
Tokens/sec104.63.8
First chunk849 ms3536 ms
TTFT850 ms3.5 s
Load time10.5 s19.6 s
Memory usage3.0 GB19.9 GB
Memory %40%31%

HW Fit Score Breakdown

deepscaler:1.5b

Speed
50/50
TTFT
20/20
Memory
28/30

Gemma4-31B:31B

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

Quality

deepscaler:1.5b

Reasoning
10/20
Coding
6/20
Instruction
10/20
Structured
7/15
Math
11/15
Multilingual
5/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Weak Math: Adequate Multilingual: Weak

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

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