qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

llama3.2:1b

llama · 1.2B · Q8_0

Good

Mar 1, 2026 · Apple M4

Global Score

42 vs 63

Hardware Fit

60 vs 100

Quality Score

30 vs 39

Hardware

qwen3:8b llama3.2:1b

MachineMacBook Air—

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modeunknownbalanced

Performance

qwen3:8b llama3.2:1b

Tokens/sec18.228.2

TTFT12.4 s199 ms

Load time2.7 s1.8 s

Memory usage9.5 GB4.3 GB

Memory %30%13%

HW Fit Score Breakdown

qwen3:8b

Speed

27/40

TTFT

3/30

Memory

30/30

llama3.2:1b

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

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

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 qwen3:8b details | View llama3.2:1b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running