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aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

llama3.2:latest

llama · 3.2B · Q4_K_M

Good

Feb 28, 2026 · Apple M4 Pro

Global Score
70 vs 77
Hardware Fit
92 vs 100
Quality Score
55 vs 61

Hardware

aya:8b llama3.2:latest
MachineMacBook AirMac Mini
CPUApple M4Apple M4 Pro
Cores1014
RAM32 GB64 GB
GPUApple M4Apple M4 Pro
OSmacOS 26.3macOS 15.7.4
Archarm64arm64
Power Modebalancedunknown

Performance

aya:8b llama3.2:latest
Tokens/sec20.098.9
TTFT300 ms125 ms
Load time0.9 s2.3 s
Memory usage6.0 GB22.1 GB
Memory %19%35%

HW Fit Score Breakdown

aya:8b

Speed
32/40
TTFT
30/30
Memory
30/30

llama3.2:latest

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

llama3.2:latest

Reasoning
11/20
Coding
14/20
Instruction
12/20
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:latest details

Run yours and compare

npx metrillm@latest bench

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