vicuna:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

qwen3:0.6b

qwen3 · 751.63M · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score

65 vs 75

Hardware Fit

97 vs 100

Quality Score

43 vs 59

Hardware

vicuna:7b qwen3:0.6b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

vicuna:7b qwen3:0.6b

Tokens/sec23.4143.9

TTFT242 ms1.4 s

Load time0.4 s0.9 s

Memory usage5.8 GB4.1 GB

Memory %18%13%

HW Fit Score Breakdown

vicuna:7b

Speed

37/40

TTFT

30/30

Memory

30/30

qwen3:0.6b

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

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

View vicuna:7b details | View qwen3:0.6b details

Run yours and compare

npx metrillm@latest bench

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