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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

OLLAMA GGUF

gemma4 · 25.2B · Q4_K_M

Not Rec.

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

Global Score
96 vs 84
Hardware Fit
94 vs 80
Quality Score
97 vs 86

Hardware

swift-1.5-iq2_xs gemma4:26b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROSystem manufacturer
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 9 5950X 16-Core Processor
Cores1232
RAM47 GB32 GB
GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce RTX 3090
OSArch LinuxMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs gemma4:26b
Tokens/sec60.0147.6
First chunk2 ms139 ms
TTFT2.6 s30.0 s
Load timeN/A21.3 s
Memory usage0.9 GB1.7 GB
Memory %2%5%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

gemma4:26b

Speed
50/50
TTFT
0/20
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

Reasoning
17/20
Coding
14/20
Instruction
18/20
Structured
15/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate 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