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aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

phi:2.7b

phi2 · 3B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score
66 vs 59
Hardware Fit
92 vs 100
Quality Score
55 vs 41

Hardware

aya:8b phi:2.7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

aya:8b phi:2.7b
Tokens/sec20.056.6
TTFT300 ms110 ms
Load time0.9 s0.4 s
Memory usage6.0 GB2.2 GB
Memory %19%7%

HW Fit Score Breakdown

aya:8b

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

phi:2.7b

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

phi:2.7b

Reasoning
7/20
Coding
4/20
Instruction
9/20
Structured
11/15
Math
8/15
Multilingual
2/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Adequate Multilingual: Poor
View aya:8b details | View phi:2.7b details

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