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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

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

Hardware

swift-1.5-iq2_xs llama-3.1-8b-instr…
MachineGigabyte Technology Co., Ltd. B550M AORUS PROASUS
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 5 5500
Cores1212
RAM47 GB31 GB
GPUAD106 [GeForce RTX 4060 Ti]Navi 44 [Radeon RX 9060 XT]
OSArch LinuxNobara Linux 43
Archx64x64
Power Modelow-powerperformance

Performance

swift-1.5-iq2_xs llama-3.1-8b-instr…
Tokens/sec60.035.6
First chunk2 ms52 ms
TTFT2.6 s256 ms
Load timeN/AN/A
Memory usage0.9 GB8.6 GB
Memory %2%28%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

llama-3.1-8b-instruct

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

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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