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solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

yi:6b

llama · 6B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
63 vs 77
Hardware Fit
87 vs 100
Quality Score
52 vs 67

Hardware

solar:10.7b yi:6b
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 yi:6b
Tokens/sec15.827.6
TTFT353 ms210 ms
Load time0.4 s0.4 s
Memory usage6.6 GB3.6 GB
Memory %21%11%

HW Fit Score Breakdown

solar:10.7b

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

yi:6b

Speed
40/40
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

yi:6b

Reasoning
11/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
13/15
Multilingual
6/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Adequate

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running