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vicuna:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

gemma2:2b

gemma2 · 2.6B · Q4_0

Excellent

Mar 2, 2026 · Apple M4

Global Score
65 vs 80
Hardware Fit
97 vs 100
Quality Score
43 vs 67

Hardware

vicuna:7b gemma2:2b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

vicuna:7b gemma2:2b
Tokens/sec23.455.1
TTFT242 ms152 ms
Load time0.4 s0.6 s
Memory usage5.8 GB2.8 GB
Memory %18%9%

HW Fit Score Breakdown

vicuna:7b

Speed
37/40
TTFT
30/30
Memory
30/30

gemma2:2b

Speed
40/40
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

gemma2:2b

Reasoning
11/20
Coding
13/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

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