Back to leaderboard

vicuna:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

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

Hardware

vicuna:7b qwen2.5:3b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

vicuna:7b qwen2.5:3b
Tokens/sec23.447.2
TTFT242 ms168 ms
Load time0.4 s0.5 s
Memory usage5.8 GB4.0 GB
Memory %18%13%

HW Fit Score Breakdown

vicuna:7b

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

qwen2.5:3b

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

qwen2.5:3b

Reasoning
12/20
Coding
14/20
Instruction
12/20
Structured
15/15
Math
5/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View vicuna:7b details | View qwen2.5:3b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running