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vicuna:7b

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Marginal

Mar 2, 2026 · Apple M4

Global Score
59 vs 57
Hardware Fit
97 vs 100
Quality Score
43 vs 39

Hardware

vicuna:7b qwen2.5:0.5b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

vicuna:7b qwen2.5:0.5b
Tokens/sec23.4165.0
TTFT242 ms81 ms
Load time0.4 s0.5 s
Memory usage5.8 GB1.7 GB
Memory %18%5%

HW Fit Score Breakdown

vicuna:7b

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

qwen2.5:0.5b

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

qwen2.5:0.5b

Reasoning
6/20
Coding
6/20
Instruction
7/20
Structured
11/15
Math
5/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Weak Structured Output: Adequate Math: Weak Multilingual: Weak
View vicuna:7b details | View qwen2.5:0.5b details

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npx metrillm@latest bench

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