qwen3:14b
OLLAMA GGUFqwen3 · 14.8B · Q4_K_M
Jun 13, 2026 · AMD Ryzen 9 3900X 12-Core Processor
starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
Global Score
82 vs 35
Hardware Fit
90 vs 100
Quality Score
79 vs 7
Hardware
qwen3:14b starcoder2:3b
MachineMicro-Star International Co., Ltd. MS-7C37NVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUAMD Ryzen 9 3900X 12-Core ProcessorCortex-A78AE
Cores246
RAM64 GB7 GB
GPUGameViewer Virtual Display Adapter, NVIDIA GeForce RTX 3080Integrated / Unknown
OSMicrosoft Windows 11 专业版 10.0.26200Ubuntu 22.04.5 LTS
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3:14b starcoder2:3b
Tokens/sec74.431.5
First chunk324 ms392 ms
TTFT2.6 s392 ms
Load time5.1 s4.8 s
Memory usage9.0 GB1.8 GB
Memory %14%24%
HW Fit Score Breakdown
qwen3:14b
Speed
50/50
TTFT
10/20
Memory
30/30
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
qwen3:14b
Reasoning
18/20
Coding
11/20
Instruction
17/20
Structured
14/15
Math
10/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
starcoder2:3b
Reasoning
0/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
1/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
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