qwen2.5-coder:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor
Global Score
68 vs 87
Hardware Fit
59 vs 81
Quality Score
72 vs 90
Hardware
qwen2.5-coder:7b GPT-20B:20b
MachineASUSHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUIntel Gen Intel® Core™ i7-13700KAMD Ryzen 9 9955HX3D 16-Core Processor
Cores2432
RAM64 GB31 GB
GPUNVIDIA GeForce RTX 3070AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeunknownbalanced
Performance
qwen2.5-coder:7b GPT-20B:20b
Tokens/sec34.436.9
First chunk1991 ms902 ms
TTFT2.0 s4.2 s
Load time40.6 s19.5 s
Memory usage5.0 GB13.1 GB
Memory %8%42%
HW Fit Score Breakdown
qwen2.5-coder:7b
Speed
38/50
TTFT
12/20
Memory
9/30
GPT-20B:20b
Speed
47/50
TTFT
7/20
Memory
27/30
Quality
qwen2.5-coder:7b
Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
GPT-20B:20b
Reasoning
19/20
Coding
17/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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