Back to leaderboard

qwen3:0.6b

qwen3 · 751.63M · Q4_K_M

Good

Mar 1, 2026 · Apple M4

vicuna:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score
75 vs 65
Hardware Fit
100 vs 97
Quality Score
59 vs 43

Hardware

qwen3:0.6b vicuna:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen3:0.6b vicuna:7b
Tokens/sec143.923.4
TTFT1.4 s242 ms
Load time0.9 s0.4 s
Memory usage4.1 GB5.8 GB
Memory %13%18%

HW Fit Score Breakdown

qwen3:0.6b

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

vicuna:7b

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

Quality

qwen3:0.6b

Reasoning
14/20
Coding
0/20
Instruction
11/20
Structured
13/15
Math
13/15
Multilingual
8/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Strong 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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running