aya-expanse:8b

OLLAMA GGUF

command-r · 8.0B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 2, 2026 · Apple M4

Global Score

72 vs 47

Hardware Fit

89 vs 67

Quality Score

65 vs 38

Hardware

aya-expanse:8b qwen3:8b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

aya-expanse:8b qwen3:8b

Tokens/sec19.718.7

First chunk350 msN/A

TTFT350 ms12.1 s

Load time0.9 s1.2 s

Memory usage6.2 GB9.5 GB

Memory %20%30%

HW Fit Score Breakdown

aya-expanse:8b

Speed

39/50

TTFT

20/20

Memory

30/30

qwen3:8b

Speed

31/50

TTFT

6/20

Memory

30/30

Quality

aya-expanse:8b

Reasoning

10/20

Coding

13/20

Instruction

14/20

Structured

14/15

Math

4/15

Multilingual

10/10

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

qwen3:8b

Reasoning

5/20

Coding

5/20

Instruction

4/20

Structured

12/15

Math

2/15

Multilingual

10/10

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

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