qwen2.5-coder-7b-instruct-mlx

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

unsloth/gemma-4-26b-a4b-it

LM-STUDIO GGUF

gemma4 · 26B · Q3_K_M

Excellent

Apr 5, 2026 · Apple M4

Global Score

79 vs 84

Hardware Fit

92 vs 64

Quality Score

73 vs 92

Hardware

qwen2.5-coder-7b-i… unsloth/gemma-4-26…

MachineMacBook AirMac mini

CPUApple M4Apple M4

Cores1010

RAM32 GB24 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… unsloth/gemma-4-26…

Tokens/sec22.516.5

First chunk529 ms32 ms

TTFT529 ms2.2 s

Load timeN/AN/A

Memory usage4.0 GB19.3 GB

Memory %13%80%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

unsloth/gemma-4-26b-a4b…

Speed

36/50

TTFT

18/20

Memory

10/30

Quality

qwen2.5-coder-7b-instru…

Reasoning

10/20

Coding

18/20

Instruction

14/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

unsloth/gemma-4-26b-a4b…

Reasoning

18/20

Coding

19/20

Instruction

17/20

Structured

14/15

Math

14/15

Multilingual

10/10

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

View qwen2.5-coder-7b-i… details | View unsloth/gemma-4-26… 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