Back to leaderboard

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

qwen3.8-9b-heretic-uncensored-nvfp4

LM-STUDIO GGUF

qwen35 · 9B · Q8_0

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
87 vs 82
Hardware Fit
81 vs 100
Quality Score
90 vs 74

Hardware

GPT-20B:20b qwen3.8-9b-heretic…
MachineHP HyperX OMEN Gaming Laptop 16-ap1xxxMicro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 9 9955HX3D 16-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor
Cores3216
RAM31 GB31 GB
GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

GPT-20B:20b qwen3.8-9b-heretic…
Tokens/sec36.9130.1
First chunk902 ms20 ms
TTFT4.2 s99 ms
Load time19.5 sN/A
Memory usage13.1 GB6.5 GB
Memory %42%21%

HW Fit Score Breakdown

GPT-20B:20b

Speed
47/50
TTFT
7/20
Memory
27/30

qwen3.8-9b-heretic-unce…

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

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

qwen3.8-9b-heretic-unce…

Reasoning
14/20
Coding
14/20
Instruction
13/20
Structured
14/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest