starling-lm:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 6, 2026 · Apple M4

vicuna:13b

OLLAMA GGUF

llama · 13B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score

65 vs 59

Hardware Fit

96 vs 84

Quality Score

52 vs 48

Hardware

starling-lm:7b vicuna:13b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

starling-lm:7b vicuna:13b

Tokens/sec23.813.4

First chunk232 msN/A

TTFT232 ms438 ms

Load time0.4 s0.6 s

Memory usage5.3 GB10.3 GB

Memory %17%32%

HW Fit Score Breakdown

starling-lm:7b

Speed

46/50

TTFT

20/20

Memory

30/30

vicuna:13b

Speed

24/50

TTFT

30/20

Memory

30/30

Quality

starling-lm:7b

Reasoning

10/20

Coding

13/20

Instruction

8/20

Structured

3/15

Math

9/15

Multilingual

9/10

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

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

View starling-lm:7b details | View vicuna:13b details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest