Back to leaderboard

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

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

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
87 vs 72
Hardware Fit
81 vs 89
Quality Score
90 vs 64

Hardware

GPT-20B:20b qwen3-vl:8b
MachineHP HyperX OMEN Gaming Laptop 16-ap1xxxHP HP Z8 G4 Workstation
CPUAMD Ryzen 9 9955HX3D 16-Core ProcessorIntel Xeon® Gold 6230
Cores3280
RAM31 GB252 GB
GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPUTU104GL [Quadro RTX 5000]
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

GPT-20B:20b qwen3-vl:8b
Tokens/sec36.968.2
First chunk902 ms285 ms
TTFT4.2 s2.0 s
Load time19.5 s42.4 s
Memory usage13.1 GB7.1 GB
Memory %42%3%

HW Fit Score Breakdown

GPT-20B:20b

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

qwen3-vl:8b

Speed
50/50
TTFT
9/20
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-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong 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