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aya:8b

OLLAMA GGUF

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

orca-mini:3b

OLLAMA GGUF

llama · 3B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score
66 vs 47
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
First chunkN/AN/A
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
32/50
TTFT
30/20
Memory
30/30

orca-mini:3b

Speed
40/50
TTFT
30/20
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

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

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest