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solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

aya:8b

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

Global Score
63 vs 66
Hardware Fit
87 vs 92
Quality Score
52 vs 55

Hardware

solar:10.7b aya:8b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

solar:10.7b aya:8b
Tokens/sec15.820.0
TTFT353 ms300 ms
Load time0.4 s0.9 s
Memory usage6.6 GB6.0 GB
Memory %21%19%

HW Fit Score Breakdown

solar:10.7b

Speed
27/40
TTFT
30/30
Memory
30/30

aya:8b

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

Quality

solar:10.7b

Reasoning
8/20
Coding
8/20
Instruction
11/20
Structured
14/15
Math
4/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running