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

LM-STUDIO MLX

qwen2 · 1.5B · 8bit

Good

Mar 4, 2026 · Apple M4

qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Global Score

70 vs 61

Hardware Fit

100 vs 31

Quality Score

57 vs 74

Hardware

qwen2.5-coder-1.5b… qwen3-235b-a22b-t4…

MachineMacBook AirDell Inc. PowerEdge R820

CPUApple M4Intel Xeon® E5-4650 v2

Cores1080

RAM32 GB256 GB

GPUApple M4Microsoft Remote Display Adapter, Microsoft Basic Display Adapter

OSmacOS 26.3Microsoft Windows Server 2022 Datacenter 10.0.20348

Archarm64x64

Power Modebalancedbalanced

Performance

qwen2.5-coder-1.5b… qwen3-235b-a22b-t4…

Tokens/sec58.41.7

First chunk234 ms3351 ms

TTFT234 ms3.4 s

Load timeN/A0.0 s

Memory usage1.5 GB134.2 GB

Memory %5%52%

HW Fit Score Breakdown

qwen2.5-coder-1.5b-inst…

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3-235b-a22b-t48-c8k…

Speed

1/50

TTFT

6/20

Memory

24/30

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

qwen3-235b-a22b-t48-c8k…

Reasoning

19/20

Coding

11/20

Instruction

7/20

Structured

14/15

Math

13/15

Multilingual

10/10

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

View qwen2.5-coder-1.5b… details | View qwen3-235b-a22b-t4… 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