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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

Kimi-48B:48B

OLLAMA GGUF

kimi-linear · 49.1B · unknown

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
96 vs 85
Hardware Fit
94 vs 78
Quality Score
97 vs 88

Hardware

swift-1.5-iq2_xs Kimi-48B:48B
MachineGigabyte Technology Co., Ltd. B550M AORUS PROHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1232
RAM47 GB31 GB
GPUAD106 [GeForce RTX 4060 Ti]AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSArch LinuxMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs Kimi-48B:48B
Tokens/sec60.043.0
First chunk2 ms700 ms
TTFT2.6 s700 ms
Load timeN/A29.4 s
Memory usage0.9 GB25.8 GB
Memory %2%83%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

Kimi-48B:48B

Speed
50/50
TTFT
20/20
Memory
8/30

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

Kimi-48B:48B

Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong 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