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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score
96 vs 77
Hardware Fit
94 vs 59
Quality Score
97 vs 84

Hardware

swift-1.5-iq2_xs gemma4:12b
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 gemma4:12b
Tokens/sec60.026.8
First chunk2 ms632 ms
TTFT2.6 s30.0 s
Load timeN/A5.4 s
Memory usage0.9 GB9.3 GB
Memory %2%8%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

gemma4:12b

Speed
29/50
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

gemma4:12b

Reasoning
17/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View swift-1.5-iq2_xs details | View gemma4:12b 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