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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
96 vs 83
Hardware Fit
94 vs 60
Quality Score
97 vs 93

Hardware

swift-1.5-iq2_xs gemma4:31b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROASUSTeK COMPUTER INC. GX10
CPUAMD Ryzen 5 5600X 6-Core ProcessorCortex-X925
Cores1220
RAM47 GB122 GB
GPUAD106 [GeForce RTX 4060 Ti]Device 2e12
OSArch LinuxUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

swift-1.5-iq2_xs gemma4:31b
Tokens/sec60.010.9
First chunk2 ms681 ms
TTFT2.6 s681 ms
Load timeN/A16.6 s
Memory usage0.9 GB21.4 GB
Memory %2%18%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

gemma4:31b

Speed
10/50
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

gemma4:31b

Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View swift-1.5-iq2_xs details | View gemma4:31b 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