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GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

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

qwen3.6-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · IQ3_XXS

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
90 vs 79
Hardware Fit
79 vs 59
Quality Score
94 vs 87

Hardware

GPT-20B:20b qwen3.6-35b-a3b
MachineHP HyperX OMEN Gaming Laptop 16-ap1xxxDocker Container
CPUAMD Ryzen 9 9955HX3D 16-Core ProcessorIntel Gen Intel® Core™ i9-11900H
Cores3216
RAM31 GB15 GB
GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPUTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

GPT-20B:20b qwen3.6-35b-a3b
Tokens/sec36.69.3
First chunk722 ms21 ms
TTFT4.7 s3.6 s
Load time0.3 s32.0 s
Memory usage13.1 GB1.8 GB
Memory %42%12%

HW Fit Score Breakdown

GPT-20B:20b

Speed
46/50
TTFT
6/20
Memory
27/30

qwen3.6-35b-a3b

Speed
17/50
TTFT
12/20
Memory
30/30

Quality

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.6-35b-a3b

Reasoning
17/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong 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