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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

Gemma4-26B:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

Aug 24, 2026 · Intel Core™ Ultra X7 358H

Global Score
96 vs 87
Hardware Fit
94 vs 82
Quality Score
97 vs 89

Hardware

swift-1.5-iq2_xs Gemma4-26B:26b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROGMKtec NucBox EVO-T2S
CPUAMD Ryzen 5 5600X 6-Core ProcessorIntel Core™ Ultra X7 358H
Cores1216
RAM47 GB64 GB
GPUAD106 [GeForce RTX 4060 Ti]Intel(R) Arc(TM) B390 GPU
OSArch LinuxMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs Gemma4-26B:26b
Tokens/sec60.023.4
First chunk2 ms1073 ms
TTFT2.6 s1.1 s
Load timeN/A16.0 s
Memory usage0.9 GB16.7 GB
Memory %2%26%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

Gemma4-26B:26b

Speed
32/50
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

Gemma4-26B:26b

Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
14/15
Math
13/15
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 Gemma4-26B:26b 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