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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
96 vs 76
Hardware Fit
94 vs 100
Quality Score
97 vs 65

Hardware

swift-1.5-iq2_xs llama3.2:latest
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMicro-Star International Co., Ltd. MS-7B79
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 5 2600X Six-Core Processor
Cores1212
RAM47 GB16 GB
GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce GTX 1080
OSArch LinuxMicrosoft Windows 11 Famille 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs llama3.2:latest
Tokens/sec60.057.0
First chunk2 ms264 ms
TTFT2.6 s264 ms
Load timeN/A9.7 s
Memory usage0.9 GB2.6 GB
Memory %2%16%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

llama3.2:latest

Speed
50/50
TTFT
20/20
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

llama3.2:latest

Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong
View swift-1.5-iq2_xs details | View llama3.2:latest details

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