deepscaler:1.5b

OLLAMA GGUF

qwen2 · 1.8B · F16

Good

Oct 11, 2026 · AMD Ryzen 5 5500

codegemma:7b

OLLAMA GGUF

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

64 vs 71

Hardware Fit

98 vs 91

Quality Score

49 vs 62

Hardware

deepscaler:1.5b codegemma:7b

MachineMicrosoft WSLMacBook Air

CPUAMD Ryzen 5 5500Apple M4

Cores1210

RAM8 GB32 GB

GPUIntegrated / UnknownApple M4

OSUbuntu 26.04.1 LTSmacOS 26.3

Archx64arm64

Power Modeunknownbalanced

Performance

deepscaler:1.5b codegemma:7b

Tokens/sec104.618.7

First chunk849 msN/A

TTFT850 ms320 ms

Load time10.5 s0.8 s

Memory usage3.0 GB8.7 GB

Memory %40%27%

HW Fit Score Breakdown

deepscaler:1.5b

Speed

50/50

TTFT

20/20

Memory

28/30

codegemma:7b

Speed

31/50

TTFT

30/20

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

codegemma:7b

Reasoning

1/20

Coding

14/20

Instruction

13/20

Structured

15/15

Math

10/15

Multilingual

9/10

Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View deepscaler:1.5b details | View codegemma:7b details

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