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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

ornith-1.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q6_K

Excellent

Aug 21, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
96 vs 83
Hardware Fit
94 vs 100
Quality Score
97 vs 76

Hardware

swift-1.5-iq2_xs ornith-1.5-9b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMicro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor
Cores1216
RAM47 GB31 GB
GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSArch LinuxMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs ornith-1.5-9b
Tokens/sec60.0102.9
First chunk2 ms12 ms
TTFT2.6 s101 ms
Load timeN/AN/A
Memory usage0.9 GB6.8 GB
Memory %2%22%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

ornith-1.5-9b

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

ornith-1.5-9b

Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View swift-1.5-iq2_xs details | View ornith-1.5-9b details

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$ metrillm

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Or run without installing: npx metrillm@latest