qwen3:14b

OLLAMA GGUF

qwen3 · 14.8B · Q4_K_M

Marginal

Mar 5, 2026 · Apple M1 Max

starcoder2:7b

OLLAMA GGUF

starcoder2 · 7B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score

58 vs 35

Hardware Fit

82 vs 97

Quality Score

48 vs 8

Hardware

qwen3:14b starcoder2:7b

MachineMacBook ProMacBook Air

CPUApple M1 MaxApple M4

Cores1010

RAM32 GB32 GB

GPUApple M1 MaxApple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3:14b starcoder2:7b

Tokens/sec24.423.8

First chunk294 msN/A

TTFT7.9 s251 ms

Load time3.7 s0.4 s

Memory usage13.8 GB6.3 GB

Memory %43%20%

HW Fit Score Breakdown

qwen3:14b

Speed

47/50

TTFT

5/20

Memory

30/30

starcoder2:7b

Speed

37/50

TTFT

30/20

Memory

30/30

Quality

qwen3:14b

Reasoning

13/20

Coding

6/20

Instruction

10/20

Structured

9/15

Math

2/15

Multilingual

8/10

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