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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

OLLAMA GGUF

qwen35 · 9.0B · Q4_K_M

Good

Aug 24, 2026 · Apple M1 Pro

Global Score
96 vs 69
Hardware Fit
94 vs 95
Quality Score
97 vs 58

Hardware

swift-1.5-iq2_xs ornith-1.5:9b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMacBook Pro
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M1 Pro
Cores1210
RAM47 GB16 GB
GPUAD106 [GeForce RTX 4060 Ti]Apple M1 Pro
OSArch LinuxmacOS 26.6.2
Archx64arm64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs ornith-1.5:9b
Tokens/sec60.022.2
First chunk2 ms341 ms
TTFT2.6 s341 ms
Load timeN/A4.8 s
Memory usage0.9 GB7.1 GB
Memory %2%45%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

ornith-1.5:9b

Speed
49/50
TTFT
20/20
Memory
26/30

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
19/20
Coding
15/20
Instruction
6/20
Structured
2/15
Math
15/15
Multilingual
1/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Poor

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