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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

qwen3.5:9b-mlx

OLLAMA GGUF

nvfp4

Excellent

Aug 25, 2026 · Apple M1 Pro

Global Score
96 vs 84
Hardware Fit
94 vs 94
Quality Score
97 vs 80

Hardware

swift-1.5-iq2_xs qwen3.5:9b-mlx
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 qwen3.5:9b-mlx
Tokens/sec60.025.0
First chunk2 ms357 ms
TTFT2.6 s357 ms
Load timeN/A3.8 s
Memory usage0.9 GB8.4 GB
Memory %2%52%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

qwen3.5:9b-mlx

Speed
50/50
TTFT
20/20
Memory
24/30

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

qwen3.5:9b-mlx

Reasoning
16/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View swift-1.5-iq2_xs details | View qwen3.5:9b-mlx 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