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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
96 vs 81
Hardware Fit
94 vs 100
Quality Score
97 vs 73

Hardware

swift-1.5-iq2_xs gemma3n:latest
MachineGigabyte Technology Co., Ltd. B550M AORUS PROSupermicro AS -2015HS-TNR
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD EPYC 9654P 96-Core Processor
Cores1264
RAM47 GB128 GB
GPUAD106 [GeForce RTX 4060 Ti]GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSArch LinuxUbuntu 24.04.3 LTS
Archx64x64
Power Modelow-powerperformance

Performance

swift-1.5-iq2_xs gemma3n:latest
Tokens/sec60.0108.7
First chunk2 ms333 ms
TTFT2.6 s333 ms
Load timeN/A4.5 s
Memory usage0.9 GB8.6 GB
Memory %2%7%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

gemma3n: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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View swift-1.5-iq2_xs details | View gemma3n: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