qwen2.5-math-1.5b-instruct

LM-STUDIO MLX

qwen2 · 1.5B · 4bit

Marginal

Mar 4, 2026 · Apple M4

phi-1_5

LM-STUDIO GGUF

phi2 · Q8_0

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

45 vs 28

Hardware Fit

99 vs 66

Quality Score

22 vs 11

Hardware

qwen2.5-math-1.5b-… phi-1_5

MachineMacBook AirLENOVO 20BUS00700

CPUApple M4Intel Core™ i5-5300U

Cores104

RAM32 GB16 GB

GPUApple M4Intel(R) HD Graphics 5500

OSmacOS 26.3Microsoft Windows 10 Professionnel 10.0.19045

Archarm64x64

Power Modebalancedbalanced

Performance

qwen2.5-math-1.5b-… phi-1_5

Tokens/sec91.76.9

First chunk205 ms3040 ms

TTFT205 ms3.0 s

Load timeN/AN/A

Memory usage0.8 GB1.4 GB

Memory %3%9%

HW Fit Score Breakdown

qwen2.5-math-1.5b-instr…

Speed

50/50

TTFT

20/20

Memory

29/30

phi-1_5

Speed

24/50

TTFT

16/20

Memory

26/30

Quality

qwen2.5-math-1.5b-instr…

Reasoning

2/20

Coding

0/20

Instruction

3/20

Structured

1/15

Math

14/15

Multilingual

2/10

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

phi-1_5

Reasoning

2/20

Coding

2/20

Instruction

3/20

Structured

0/15

Math

2/15

Multilingual

2/10

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

View qwen2.5-math-1.5b-… details | View phi-1_5 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