qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

llama3.2:1b

llama · 1.2B · Q8_0

Good

Mar 1, 2026 · Apple M4

Global Score

71 vs 63

Hardware Fit

99 vs 100

Quality Score

53 vs 39

Hardware

qwen2.5:3b llama3.2:1b

MachineMacBook Air—

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5:3b llama3.2:1b

Tokens/sec38.528.2

TTFT204 ms199 ms

Load time0.5 s1.8 s

Memory usage4.0 GB4.3 GB

Memory %13%13%

HW Fit Score Breakdown

qwen2.5:3b

Speed

40/40

TTFT

30/30

Memory

29/30

llama3.2:1b

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

qwen2.5:3b

Reasoning

12/20

Coding

0/20

Instruction

12/20

Structured

15/15

Math

5/15

Multilingual

9/10

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

llama3.2:1b

Reasoning

4/20

Coding

0/20

Instruction

14/20

Structured

13/15

Math

1/15

Multilingual

7/10

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

View qwen2.5:3b details | View llama3.2:1b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running