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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

Global Score
96 vs 89
Hardware Fit
94 vs 88
Quality Score
97 vs 89

Hardware

swift-1.5-iq2_xs qwen3.8:27b-q8_0
MachineGigabyte Technology Co., Ltd. B550M AORUS PRODell Inc. PowerEdge XE8545
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD EPYC 7713 64-Core Processor
Cores12128
RAM47 GB1007 GB
GPUAD106 [GeForce RTX 4060 Ti]GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSArch LinuxRocky Linux 8.10
Archx64x64
Power Modelow-powerunknown

Performance

swift-1.5-iq2_xs qwen3.8:27b-q8_0
Tokens/sec60.039.9
First chunk2 ms192 ms
TTFT2.6 s192 ms
Load timeN/A19.0 s
Memory usage0.9 GB51.0 GB
Memory %2%5%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

qwen3.8:27b-q8_0

Speed
38/50
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

qwen3.8:27b-q8_0

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View swift-1.5-iq2_xs details | View qwen3.8:27b-q8_0 details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest