llama3.1:8b

llama · 8.0B · Q4_K_M

Not Rec.

Feb 28, 2026 · Apple M4 Pro

aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

Global Score

64 vs 70

Hardware Fit

56 vs 92

Quality Score

70 vs 55

Hardware

llama3.1:8b aya:8b

MachineMac MiniMacBook Air

CPUApple M4 ProApple M4

Cores1410

RAM64 GB32 GB

GPUApple M4 ProApple M4

OSmacOS 15.7.4macOS 26.3

Archarm64arm64

Power Modeunknownbalanced

Performance

llama3.1:8b aya:8b

Tokens/sec5.520.0

TTFT1.4 s300 ms

Load time3.7 s0.9 s

Memory usage28.6 GB6.0 GB

Memory %45%19%

HW Fit Score Breakdown

llama3.1:8b

Speed

5/40

TTFT

22/30

Memory

29/30

aya:8b

Speed

32/40

TTFT

30/30

Memory

30/30

Quality

llama3.1:8b

Reasoning

12/20

Coding

17/20

Instruction

14/20

Structured

13/15

Math

4/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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 llama3.1:8b details | View aya:8b details

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npx metrillm@latest bench

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