qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 1, 2026 · Apple M4

aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

Global Score

42 vs 70

Hardware Fit

60 vs 92

Quality Score

30 vs 55

Hardware

qwen3:8b aya:8b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modeunknownbalanced

Performance

qwen3:8b aya:8b

Tokens/sec18.220.0

TTFT12.4 s300 ms

Load time2.7 s0.9 s

Memory usage9.5 GB6.0 GB

Memory %30%19%

HW Fit Score Breakdown

qwen3:8b

Speed

27/40

TTFT

3/30

Memory

30/30

aya:8b

Speed

32/40

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

aya:8b

Reasoning

10/20

Coding

6/20

Instruction

13/20

Structured

15/15

Math

2/15

Multilingual

9/10

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

View qwen3:8b details | View aya:8b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running