starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
qwen3:14b
OLLAMA GGUFqwen3 · 14.8B · Q4_K_M
Jun 13, 2026 · AMD Ryzen 9 3900X 12-Core Processor
Global Score
35 vs 82
Hardware Fit
100 vs 90
Quality Score
7 vs 79
Hardware
starcoder2:3b qwen3:14b
MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMicro-Star International Co., Ltd. MS-7C37
CPUCortex-A78AEAMD Ryzen 9 3900X 12-Core Processor
Cores624
RAM7 GB64 GB
GPUIntegrated / UnknownGameViewer Virtual Display Adapter, NVIDIA GeForce RTX 3080
OSUbuntu 22.04.5 LTSMicrosoft Windows 11 专业版 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:3b qwen3:14b
Tokens/sec31.574.4
First chunk392 ms324 ms
TTFT392 ms2.6 s
Load time4.8 s5.1 s
Memory usage1.8 GB9.0 GB
Memory %24%14%
HW Fit Score Breakdown
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3:14b
Speed
50/50
TTFT
10/20
Memory
30/30
Quality
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
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
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