starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
qwen3-coder:30b-a3b-q4_K_M
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
Jun 18, 2026 · Intel Core™ Ultra 9 285HX
Global Score
35 vs 91
Hardware Fit
97 vs 100
Quality Score
8 vs 87
Hardware
starcoder2:7b qwen3-coder:30b-a3…
MachineMacBook AirMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJG
CPUApple M4Intel Core™ Ultra 9 285HX
Cores1024
RAM32 GB63 GB
GPUApple M4Intel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPU
OSmacOS 26.3Microsoft Windows 11 Home Single Language 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:7b qwen3-coder:30b-a3…
Tokens/sec23.8175.3
First chunkN/A224 ms
TTFT251 ms224 ms
Load time0.4 s6.1 s
Memory usage6.3 GB18.7 GB
Memory %20%30%
HW Fit Score Breakdown
starcoder2:7b
Speed
37/50
TTFT
30/20
Memory
30/30
qwen3-coder:30b-a3b-q4_…
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
qwen3-coder:30b-a3b-q4_…
Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest