qwen2.5-7b-instruct

LM-STUDIO MLX

qwen2 · 7B · 4bit

Excellent

Mar 3, 2026 · Apple M4

gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

Global Score

82 vs 59

Hardware Fit

92 vs 100

Quality Score

78 vs 42

Hardware

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

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

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

Tokens/sec22.034.0

First chunk477 ms1876 ms

TTFT477 ms1.9 s

Load timeN/A1.7 s

Memory usage4.0 GB0.8 GB

Memory %13%11%

HW Fit Score Breakdown

qwen2.5-7b-instruct

Speed

43/50

TTFT

20/20

Memory

29/30

gemma3:1b

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5-7b-instruct

Reasoning

14/20

Coding

17/20

Instruction

15/20

Structured

15/15

Math

8/15

Multilingual

9/10

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

gemma3:1b

Reasoning

7/20

Coding

5/20

Instruction

15/20

Structured

7/15

Math

1/15

Multilingual

7/10

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

View qwen2.5-7b-instruct details | View gemma3:1b 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