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aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

gemma3:4b

gemma3 · 4.3B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
70 vs 83
Hardware Fit
92 vs 100
Quality Score
55 vs 71

Hardware

aya:8b gemma3:4b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

aya:8b gemma3:4b
Tokens/sec20.034.6
TTFT300 ms303 ms
Load time0.9 s1.2 s
Memory usage6.0 GB4.6 GB
Memory %19%14%

HW Fit Score Breakdown

aya:8b

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

gemma3:4b

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

gemma3:4b

Reasoning
11/20
Coding
17/20
Instruction
14/20
Structured
14/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

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