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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

Nov 14, 2026 · AMD Ryzen 5 5600X 6-Core Processor

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

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

Global Score
96 vs 90
Hardware Fit
94 vs 79
Quality Score
97 vs 94

Hardware

swift-1.5-iq2_xs GPT-20B:20b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1232
RAM47 GB31 GB
GPUAD106 [GeForce RTX 4060 Ti]AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSArch LinuxMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs GPT-20B:20b
Tokens/sec60.036.6
First chunk2 ms722 ms
TTFT2.6 s4.7 s
Load timeN/A0.3 s
Memory usage0.9 GB13.1 GB
Memory %2%42%

HW Fit Score Breakdown

swift-1.5-iq2_xs

Speed
50/50
TTFT
14/20
Memory
30/30

GPT-20B:20b

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

Quality

swift-1.5-iq2_xs

Reasoning
20/20
Coding
19/20
Instruction
19/20
Structured
15/15
Math
15/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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
View swift-1.5-iq2_xs details | View GPT-20B:20b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest