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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
96 vs 93
Hardware Fit
94 vs 85
Quality Score
97 vs 96

Hardware

swift-1.5-iq2_xs gpt-oss:20b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROAZW GTR Pro
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD RYZEN AI MAX+ 395
Cores1232
RAM47 GB125 GB
GPUAD106 [GeForce RTX 4060 Ti]AMD Radeon 8060S
OSArch LinuxUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerlow-power

Performance

swift-1.5-iq2_xs gpt-oss:20b
Tokens/sec60.047.1
First chunk2 ms320 ms
TTFT2.6 s1.8 s
Load timeN/A3.8 s
Memory usage0.9 GB16.4 GB
Memory %2%13%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

gpt-oss:20b

Speed
44/50
TTFT
11/20
Memory
30/30

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-oss:20b

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
15/15
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