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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
96 vs 72
Hardware Fit
94 vs 89
Quality Score
97 vs 64

Hardware

swift-1.5-iq2_xs qwen3-vl:8b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROHP HP Z8 G4 Workstation
CPUAMD Ryzen 5 5600X 6-Core ProcessorIntel Xeon® Gold 6230
Cores1280
RAM47 GB252 GB
GPUAD106 [GeForce RTX 4060 Ti]TU104GL [Quadro RTX 5000]
OSArch LinuxUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerlow-power

Performance

swift-1.5-iq2_xs qwen3-vl:8b
Tokens/sec60.068.2
First chunk2 ms285 ms
TTFT2.6 s2.0 s
Load timeN/A42.4 s
Memory usage0.9 GB7.1 GB
Memory %2%3%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

qwen3-vl:8b

Speed
50/50
TTFT
9/20
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

qwen3-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong
View swift-1.5-iq2_xs details | View qwen3-vl:8b 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