vicuna:7b
llama · 7B · Q4_0
Mar 1, 2026 · Apple M4
gemma3:12b
gemma3 · 12.2B · Q4_K_M
Mar 1, 2026 · Apple M4
Global Score
65 vs 67
Hardware Fit
97 vs 79
Quality Score
43 vs 59
Hardware
vicuna:7b gemma3:12b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown
Performance
vicuna:7b gemma3:12b
Tokens/sec23.412.3
TTFT242 ms656 ms
Load time0.4 s5.5 s
Memory usage5.8 GB11.0 GB
Memory %18%34%
HW Fit Score Breakdown
vicuna:7b
Speed
37/40
TTFT
30/30
Memory
30/30
gemma3:12b
Speed
19/40
TTFT
30/30
Memory
30/30
Quality
vicuna:7b
Reasoning
8/20
Coding
4/20
Instruction
10/20
Structured
12/15
Math
2/15
Multilingual
7/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
gemma3:12b
Reasoning
14/20
Coding
0/20
Instruction
13/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running