qwen2.5-coder-3b-instruct-mlx

LM-STUDIO MLX

qwen2 · 3B · 4bit

Good

Mar 4, 2026 · Apple M4

deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

Global Score

73 vs 66

Hardware Fit

100 vs 100

Quality Score

61 vs 51

Hardware

qwen2.5-coder-3b-i… deepseek-r1:1.5b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-3b-i… deepseek-r1:1.5b

Tokens/sec52.385.4

First chunk285 ms115 ms

TTFT285 ms115 ms

Load timeN/A0.5 s

Memory usage1.6 GB2.6 GB

Memory %5%8%

HW Fit Score Breakdown

qwen2.5-coder-3b-instru…

Speed

50/50

TTFT

20/20

Memory

30/30

deepseek-r1:1.5b

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5-coder-3b-instru…

Reasoning

7/20

Coding

14/20

Instruction

13/20

Structured

14/15

Math

4/15

Multilingual

9/10

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

deepseek-r1:1.5b

Reasoning

14/20

Coding

4/20

Instruction

8/20

Structured

6/15

Math

14/15

Multilingual

5/10

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

View qwen2.5-coder-3b-i… 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