qwen3:0.6b

OLLAMA GGUF

qwen3 · 751.63M · Q4_K_M

Good

Apr 29, 2026 · Intel Core™ i5-8350U

starcoder2:7b

OLLAMA GGUF

starcoder2 · 7B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score

61 vs 35

Hardware Fit

85 vs 97

Quality Score

51 vs 8

Hardware

qwen3:0.6b starcoder2:7b

MachineLENOVO 20L7CTO1WWMacBook Air

CPUIntel Core™ i5-8350UApple M4

Cores810

RAM23 GB32 GB

GPUKaby Lake-R GT2 [UHD Graphics 620]Apple M4

OSFedora Linux 43macOS 26.3

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen3:0.6b starcoder2:7b

Tokens/sec27.023.8

First chunk597 msN/A

TTFT8.7 s251 ms

Load time1.8 s0.4 s

Memory usage0.9 GB6.3 GB

Memory %4%20%

HW Fit Score Breakdown

qwen3:0.6b

Speed

50/50

TTFT

5/20

Memory

30/30

starcoder2:7b

Speed

37/50

TTFT

30/20

Memory

30/30

Quality

qwen3:0.6b

Reasoning

14/20

Coding

0/20

Instruction

9/20

Structured

12/15

Math

9/15

Multilingual

7/10

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

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 qwen3:0.6b 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