gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

57 vs 79

Hardware Fit

100 vs 95

Quality Score

39 vs 72

Hardware

gemma3:1b qwen2.5-coder:7b

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMacBook Air

CPUCortex-A78AEApple M4

Cores610

RAM7 GB32 GB

GPUIntegrated / UnknownApple M4

OSUbuntu 22.04.5 LTSmacOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

gemma3:1b qwen2.5-coder:7b

Tokens/sec33.722.1

First chunk2039 msN/A

TTFT2.0 s285 ms

Load time7.3 s0.8 s

Memory usage0.8 GB7.6 GB

Memory %11%24%

HW Fit Score Breakdown

gemma3:1b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen2.5-coder:7b

Speed

35/50

TTFT

30/20

Memory

30/30

Quality

gemma3:1b

Reasoning

6/20

Coding

3/20

Instruction

14/20

Structured

8/15

Math

1/15

Multilingual

7/10

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

qwen2.5-coder:7b

Reasoning

10/20

Coding

18/20

Instruction

13/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View gemma3:1b details | View qwen2.5-coder: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