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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

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Global Score
96 vs 82
Hardware Fit
94 vs 81
Quality Score
97 vs 82

Hardware

swift-1.5-iq2_xs qwen3.5:9b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROAZW GTR Pro
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD RYZEN AI MAX+ 395 w/ Radeon 8060S
Cores1232
RAM47 GB125 GB
GPUAD106 [GeForce RTX 4060 Ti]Integrated / Apple Silicon
OSArch LinuxUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerperformance

Performance

swift-1.5-iq2_xs qwen3.5:9b
Tokens/sec60.030.8
First chunk2 ms195 ms
TTFT2.6 s195 ms
Load timeN/A6.8 s
Memory usage0.9 GB18.8 GB
Memory %2%15%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

qwen3.5:9b

Speed
31/50
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

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View swift-1.5-iq2_xs details | View qwen3.5:9b 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