aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

vicuna:7b

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score

66 vs 59

Hardware Fit

92 vs 97

Quality Score

55 vs 43

Hardware

aya:8b vicuna:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

aya:8b vicuna:7b

Tokens/sec20.023.4

TTFT300 ms242 ms

Load time0.9 s0.4 s

Memory usage6.0 GB5.8 GB

Memory %19%18%

HW Fit Score Breakdown

aya:8b

Speed

32/40

TTFT

30/30

Memory

30/30

vicuna:7b

Speed

37/40

TTFT

30/30

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

vicuna:7b

Reasoning

8/20

Coding

4/20

Instruction

10/20

Structured

12/15

Math

2/15

Multilingual

7/10

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

View aya:8b details | View vicuna:7b details

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