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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

gemma4:e2b

OLLAMA GGUF

gemma4 · 4.6B · Q4_K_M

Excellent

Oct 12, 2026 · AMD Ryzen 5 5500

Global Score
96 vs 85
Hardware Fit
94 vs 100
Quality Score
97 vs 78

Hardware

swift-1.5-iq2_xs gemma4:e2b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMicrosoft WSL
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 5 5500
Cores1212
RAM47 GB8 GB
GPUAD106 [GeForce RTX 4060 Ti]Integrated / Unknown
OSArch LinuxUbuntu 26.04.1 LTS
Archx64x64
Power Modelow-powerunknown

Performance

swift-1.5-iq2_xs gemma4:e2b
Tokens/sec60.0139.2
First chunk2 ms51 ms
TTFT2.6 s51 ms
Load timeN/A28.5 s
Memory usage0.9 GB0.2 GB
Memory %2%3%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

gemma4:e2b

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

gemma4:e2b

Reasoning
13/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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