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deepscaler:1.5b

OLLAMA GGUF

qwen2 · 1.8B · F16

Good

Oct 11, 2026 · AMD Ryzen 5 5500

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · 7.9B · Q4_K_M

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

Global Score
64 vs 83
Hardware Fit
98 vs 96
Quality Score
49 vs 78

Hardware

deepscaler:1.5b google/gemma-4-e4b
MachineMicrosoft WSLASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PH
CPUAMD Ryzen 5 5500AMD Ryzen 9 8940HX
Cores1232
RAM8 GB15 GB
GPUIntegrated / UnknownNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610M
OSUbuntu 26.04.1 LTSMicrosoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modeunknownbalanced

Performance

deepscaler:1.5b google/gemma-4-e4b
Tokens/sec104.635.9
First chunk849 ms9 ms
TTFT850 ms182 ms
Load time10.5 sN/A
Memory usage3.0 GB6.5 GB
Memory %40%43%

HW Fit Score Breakdown

deepscaler:1.5b

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

google/gemma-4-e4b

Speed
49/50
TTFT
20/20
Memory
27/30

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

google/gemma-4-e4b

Reasoning
14/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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