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solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

llama3.2:latest

llama · 3.2B · Q4_K_M

Good

Feb 28, 2026 · Apple M4 Pro

Global Score
63 vs 73
Hardware Fit
87 vs 100
Quality Score
52 vs 61

Hardware

solar:10.7b 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

solar:10.7b llama3.2:latest
Tokens/sec15.898.9
TTFT353 ms125 ms
Load time0.4 s2.3 s
Memory usage6.6 GB22.1 GB
Memory %21%35%

HW Fit Score Breakdown

solar:10.7b

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

llama3.2:latest

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

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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running