llama3.2:latest

llama · 3.2B · Q4_K_M

Good

Feb 28, 2026 · Apple M4 Pro

qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

Global Score

77 vs 42

Hardware Fit

100 vs 60

Quality Score

61 vs 30

Hardware

llama3.2:latest qwen3:8b

MachineMac MiniMacBook Air

CPUApple M4 ProApple M4

Cores1410

RAM64 GB32 GB

GPUApple M4 ProApple M4

OSmacOS 15.7.4macOS 26.3

Archarm64arm64

Power Modeunknownunknown

Performance

llama3.2:latest qwen3:8b

Tokens/sec98.918.2

TTFT125 ms12.4 s

Load time2.3 s2.7 s

Memory usage22.1 GB9.5 GB

Memory %35%30%

HW Fit Score Breakdown

llama3.2:latest

Speed

40/40

TTFT

30/30

Memory

30/30

qwen3:8b

Speed

27/40

TTFT

3/30

Memory

30/30

Quality

llama3.2:latest

Reasoning

11/20

Coding

14/20

Instruction

12/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

qwen3:8b

Reasoning

9/20

Coding

0/20

Instruction

5/20

Structured

4/15

Math

3/15

Multilingual

9/10

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

View llama3.2:latest details | View qwen3:8b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running