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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

qwen/qwen3.8-27b

LM-STUDIO MLX

qwen3_5 · 27B · 4bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score
96 vs 84
Hardware Fit
94 vs 69
Quality Score
97 vs 90

Hardware

swift-1.5-iq2_xs qwen/qwen3.8-27b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMacBook Pro
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M4 Max
Cores1216
RAM47 GB128 GB
GPUAD106 [GeForce RTX 4060 Ti]Apple M4 Max
OSArch LinuxmacOS 26.5.2
Archx64arm64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs qwen/qwen3.8-27b
Tokens/sec60.028.9
First chunk2 ms33 ms
TTFT2.6 s4.4 s
Load timeN/A7.9 s
Memory usage0.9 GB0.0 GB
Memory %2%0%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

qwen/qwen3.8-27b

Speed
33/50
TTFT
6/20
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

qwen/qwen3.8-27b

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

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest