aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

orca-mini:3b

llama · 3B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score

70 vs 54

Hardware Fit

92 vs 100

Quality Score

55 vs 24

Hardware

aya:8b orca-mini:3b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

aya:8b orca-mini:3b

Tokens/sec20.030.6

TTFT300 ms126 ms

Load time0.9 s0.4 s

Memory usage6.0 GB2.6 GB

Memory %19%8%

HW Fit Score Breakdown

aya:8b

Speed

32/40

TTFT

30/30

Memory

30/30

orca-mini:3b

Speed

40/40

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

orca-mini:3b

Reasoning

2/20

Coding

2/20

Instruction

13/20

Structured

3/15

Math

1/15

Multilingual

3/10

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

View aya:8b details | View orca-mini:3b details

Run yours and compare

npx metrillm@latest bench

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