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qwen3.5:2b

qwen35 · 2.3B · Q8_0

Good

Mar 2, 2026 · Apple M4

vicuna:7b

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score
73 vs 59
Hardware Fit
100 vs 97
Quality Score
62 vs 43

Hardware

qwen3.5:2b vicuna:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen3.5:2b vicuna:7b
Tokens/sec30.423.4
TTFT215 ms242 ms
Load time1.8 s0.4 s
Memory usage4.5 GB5.8 GB
Memory %14%18%

HW Fit Score Breakdown

qwen3.5:2b

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

vicuna:7b

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

Quality

qwen3.5:2b

Reasoning
12/20
Coding
10/20
Instruction
13/20
Structured
14/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

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
View qwen3.5:2b details | View vicuna:7b details

Run yours and compare

npx metrillm@latest bench

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