starling-lm:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 6, 2026 · Apple M4

aya:8b

OLLAMA GGUF

command-r · 8.0B · F16

Good

Mar 1, 2026 · Apple M4

Global Score

65 vs 66

Hardware Fit

96 vs 92

Quality Score

52 vs 55

Hardware

starling-lm:7b aya:8b

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 aya:8b

Tokens/sec23.820.0

First chunk232 msN/A

TTFT232 ms300 ms

Load time0.4 s0.9 s

Memory usage5.3 GB6.0 GB

Memory %17%19%

HW Fit Score Breakdown

starling-lm:7b

Speed

46/50

TTFT

20/20

Memory

30/30

aya:8b

Speed

32/50

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

aya:8b

Reasoning

10/20

Coding

6/20

Instruction

13/20

Structured

15/15

Math

2/15

Multilingual

9/10

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

View starling-lm:7b details | View aya:8b 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