qwen2.5-coder-1.5b-instruct-mlx

LM-STUDIO MLX

qwen2 · 1.5B · 8bit

Good

Mar 4, 2026 · Apple M4

GPT-120B:120b

OLLAMA GGUF

gptoss · 116.8B · MXFP4

Not Rec.

Aug 22, 2026 · NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )

Global Score

70 vs 66

Hardware Fit

100 vs 23

Quality Score

57 vs 84

Hardware

qwen2.5-coder-1.5b… GPT-120B:120b

MachineMacBook AirHP HyperX OMEN Transcend Gaming Laptop 14-ga0xxx5CD612DXML

CPUApple M4NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )

Cores1020

RAM32 GB55 GB

GPUApple M4NVIDIA RTX Spark N1X (6144-core Blackwell RTX GPU), NVIDIA NPU

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.28000

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-1.5b… GPT-120B:120b

Tokens/sec58.416.8

First chunk234 ms11247 ms

TTFT234 ms12.2 s

Load timeN/A77.3 s

Memory usage1.5 GB61.6 GB

Memory %5%113%

HW Fit Score Breakdown

qwen2.5-coder-1.5b-inst…

Speed

50/50

TTFT

20/20

Memory

30/30

GPT-120B:120b

Speed

21/50

TTFT

2/20

Memory

0/30

Quality

qwen2.5-coder-1.5b-inst…

Reasoning

9/20

Coding

12/20

Instruction

13/20

Structured

12/15

Math

4/15

Multilingual

7/10

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

GPT-120B:120b

Reasoning

16/20

Coding

19/20

Instruction

11/20

Structured

13/15

Math

15/15

Multilingual

10/10

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

View qwen2.5-coder-1.5b… details | View GPT-120B:120b 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