qwen3:14b

OLLAMA GGUF

qwen3 · 14.8B · Q4_K_M

Excellent

Mar 11, 2026 · Apple M4

starcoder2:7b

OLLAMA GGUF

starcoder2 · 7B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score

83 vs 35

Hardware Fit

73 vs 97

Quality Score

87 vs 8

Hardware

qwen3:14b starcoder2:7b

MachineMac miniMacBook Air

CPUApple M4Apple M4

Cores1010

RAM24 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3:14b starcoder2:7b

Tokens/sec11.123.8

First chunk500 msN/A

TTFT500 ms251 ms

Load time7.3 s0.4 s

Memory usage9.4 GB6.3 GB

Memory %39%20%

HW Fit Score Breakdown

qwen3:14b

Speed

25/50

TTFT

20/20

Memory

28/30

starcoder2:7b

Speed

37/50

TTFT

30/20

Memory

30/30

Quality

qwen3:14b

Reasoning

17/20

Coding

18/20

Instruction

15/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

starcoder2:7b

Reasoning

0/20

Coding

1/20

Instruction

4/20

Structured

2/15

Math

0/15

Multilingual

1/10

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

View qwen3:14b details | View starcoder2:7b 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