vicuna:13b

llama · 13B · Q4_0

Good

Mar 1, 2026 · Apple M4

llama3.1:8b

llama · 8.0B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

62 vs 77

Hardware Fit

84 vs 93

Quality Score

48 vs 67

Hardware

vicuna:13b llama3.1:8b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

vicuna:13b llama3.1:8b

Tokens/sec13.420.3

TTFT438 ms315 ms

Load time0.6 s1.1 s

Memory usage10.3 GB10.4 GB

Memory %32%33%

HW Fit Score Breakdown

vicuna:13b

Speed

24/40

TTFT

30/30

Memory

30/30

llama3.1:8b

Speed

33/40

TTFT

30/30

Memory

30/30

Quality

vicuna:13b

Reasoning

7/20

Coding

5/20

Instruction

12/20

Structured

13/15

Math

3/15

Multilingual

8/10

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

llama3.1:8b

Reasoning

12/20

Coding

15/20

Instruction

13/20

Structured

13/15

Math

4/15

Multilingual

10/10

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

View vicuna:13b details | View llama3.1:8b details

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npx metrillm@latest bench

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