qwen3:14b
OLLAMA GGUFqwen3 · 14.8B · Q4_K_M
Jun 13, 2026 · AMD Ryzen 9 3900X 12-Core Processor
starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
Global Score
82 vs 35
Hardware Fit
90 vs 97
Quality Score
79 vs 8
Hardware
qwen3:14b starcoder2:7b
MachineMicro-Star International Co., Ltd. MS-7C37MacBook Air
CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M4
Cores2410
RAM64 GB32 GB
GPUGameViewer Virtual Display Adapter, NVIDIA GeForce RTX 3080Apple M4
OSMicrosoft Windows 11 专业版 10.0.26200macOS 26.3
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3:14b starcoder2:7b
Tokens/sec74.423.8
First chunk324 msN/A
TTFT2.6 s251 ms
Load time5.1 s0.4 s
Memory usage9.0 GB6.3 GB
Memory %14%20%
HW Fit Score Breakdown
qwen3:14b
Speed
50/50
TTFT
10/20
Memory
30/30
starcoder2:7b
Speed
37/50
TTFT
30/20
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
starcoder2:7b
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
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