vicuna:7b

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

smollm2:360m

llama · 361.82M · F16

Marginal

Mar 2, 2026 · Apple M4

Global Score

59 vs 52

Hardware Fit

97 vs 100

Quality Score

43 vs 32

Hardware

vicuna:7b smollm2:360m

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

vicuna:7b smollm2:360m

Tokens/sec23.4117.9

TTFT242 ms43 ms

Load time0.4 s0.4 s

Memory usage5.8 GB1.2 GB

Memory %18%4%

HW Fit Score Breakdown

vicuna:7b

Speed

37/40

TTFT

30/30

Memory

30/30

smollm2:360m

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

smollm2:360m

Reasoning

4/20

Coding

2/20

Instruction

10/20

Structured

9/15

Math

4/15

Multilingual

3/10

Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

View vicuna:7b details | View smollm2:360m details

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npx metrillm@latest bench

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