aya:8b

OLLAMA GGUF

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

llama3.2:3b

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score

66 vs 67

Hardware Fit

92 vs 77

Quality Score

55 vs 63

Hardware

aya:8b llama3.2:3b

MachineMacBook AirLENOVO 20U30029MB

CPUApple M4Intel Core™ i5-10210U

Cores108

RAM32 GB15 GB

GPUApple M4CometLake-U GT2 [UHD Graphics]

OSmacOS 26.3Pop 24.04 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

aya:8b llama3.2:3b

Tokens/sec20.010.0

First chunkN/A1166 ms

TTFT300 ms1.2 s

Load time0.9 s6.8 s

Memory usage6.0 GB3.8 GB

Memory %19%25%

HW Fit Score Breakdown

aya:8b

Speed

32/50

TTFT

30/20

Memory

30/30

llama3.2:3b

Speed

27/50

TTFT

20/20

Memory

30/30

Quality

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

llama3.2:3b

Reasoning

11/20

Coding

15/20

Instruction

13/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

View aya:8b details | View llama3.2:3b 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