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deepscaler:1.5b

OLLAMA GGUF

qwen2 · 1.8B · F16

Good

Oct 11, 2026 · AMD Ryzen 5 5500

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

Global Score
64 vs 76
Hardware Fit
98 vs 46
Quality Score
49 vs 89

Hardware

deepscaler:1.5b gemma4:31b
MachineMicrosoft WSLMacBook Pro
CPUAMD Ryzen 5 5500Apple M4 Max
Cores1216
RAM8 GB64 GB
GPUIntegrated / UnknownApple M4 Max
OSUbuntu 26.04.1 LTSmacOS 26.3.1
Archx64arm64
Power Modeunknownbalanced

Performance

deepscaler:1.5b gemma4:31b
Tokens/sec104.622.4
First chunk849 ms565 ms
TTFT850 ms30.0 s
Load time10.5 s6.9 s
Memory usage3.0 GB43.9 GB
Memory %40%69%

HW Fit Score Breakdown

deepscaler:1.5b

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

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

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

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
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