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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

aya-expanse:8b

OLLAMA GGUF

command-r · 8.0B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

Global Score
96 vs 72
Hardware Fit
94 vs 89
Quality Score
97 vs 65

Hardware

swift-1.5-iq2_xs aya-expanse:8b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROMacBook Air
CPUAMD Ryzen 5 5600X 6-Core ProcessorApple M4
Cores1210
RAM47 GB32 GB
GPUAD106 [GeForce RTX 4060 Ti]Apple M4
OSArch LinuxmacOS 26.3
Archx64arm64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs aya-expanse:8b
Tokens/sec60.019.7
First chunk2 ms350 ms
TTFT2.6 s350 ms
Load timeN/A0.9 s
Memory usage0.9 GB6.2 GB
Memory %2%20%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

aya-expanse:8b

Speed
39/50
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

aya-expanse:8b

Reasoning
10/20
Coding
13/20
Instruction
14/20
Structured
14/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

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