qwen3-coder:30b-a3b-q8_0
OLLAMA GGUFqwen3moe · 30.5B · Q8_0
Jun 18, 2026 · AMD Ryzen 5 5500U
cogito:3b
OLLAMA GGUFllama · 3.6B · Q4_K_M
Mar 6, 2026 · Apple M4
Global Score
78 vs 67
Hardware Fit
54 vs 100
Quality Score
88 vs 53
Hardware
qwen3-coder:30b-a3… cogito:3b
MachineHP HP Pavilion Laptop 15-eh1xxxMacBook Air
CPUAMD Ryzen 5 5500UApple M4
Cores1210
RAM63 GB32 GB
GPUAMD Radeon(TM) GraphicsApple M4
OSMicrosoft Windows 10 Enterprise LTSC 10.0.19044macOS 26.3
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3-coder:30b-a3… cogito:3b
Tokens/sec8.045.6
First chunk1468 ms177 ms
TTFT1.5 s177 ms
Load time114.5 s0.8 s
Memory usage33.5 GB7.0 GB
Memory %53%22%
HW Fit Score Breakdown
qwen3-coder:30b-a3b-q8_0
Speed
11/50
TTFT
19/20
Memory
24/30
cogito:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
qwen3-coder:30b-a3b-q8_0
Reasoning
17/20
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
cogito:3b
Reasoning
6/20
Coding
8/20
Instruction
13/20
Structured
15/15
Math
2/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor 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