codegemma:7b

OLLAMA GGUF

gemma · 9B · Q4_0

Good

Mar 1, 2026 · Apple M4

deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

Global Score

71 vs 60

Hardware Fit

91 vs 90

Quality Score

62 vs 47

Hardware

codegemma:7b deepseek-r1:1.5b

MachineMacBook AirNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUApple M4Cortex-A78AE

Cores106

RAM32 GB7 GB

GPUApple M4Integrated / Unknown

OSmacOS 26.3Ubuntu 22.04.5 LTS

Archarm64arm64

Power Modebalancedbalanced

Performance

codegemma:7b deepseek-r1:1.5b

Tokens/sec18.734.6

First chunkN/A5314 ms

TTFT320 ms5.3 s

Load time0.8 s5.1 s

Memory usage8.7 GB1.1 GB

Memory %27%15%

HW Fit Score Breakdown

codegemma:7b

Speed

31/50

TTFT

30/20

Memory

30/30

deepseek-r1:1.5b

Speed

50/50

TTFT

10/20

Memory

30/30

Quality

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

deepseek-r1:1.5b

Reasoning

11/20

Coding

6/20

Instruction

7/20

Structured

4/15

Math

14/15

Multilingual

5/10

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

View codegemma:7b details | View deepseek-r1:1.5b 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