Back to leaderboard

swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

qwen3.8:27b

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
96 vs 84
Hardware Fit
94 vs 66
Quality Score
97 vs 92

Hardware

swift-1.5-iq2_xs qwen3.8:27b
MachineGigabyte Technology Co., Ltd. B550M AORUS PRONVIDIA NVIDIA_DGX_Spark
CPUAMD Ryzen 5 5600X 6-Core ProcessorCortex-X925
Cores1220
RAM47 GB122 GB
GPUAD106 [GeForce RTX 4060 Ti]Device 2e12
OSArch LinuxUbuntu 24.04.5 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

swift-1.5-iq2_xs qwen3.8:27b
Tokens/sec60.029.4
First chunk2 ms306 ms
TTFT2.6 s4.8 s
Load timeN/A5.3 s
Memory usage0.9 GB16.2 GB
Memory %2%13%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

qwen3.8:27b

Speed
31/50
TTFT
5/20
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

qwen3.8:27b

Reasoning
19/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View swift-1.5-iq2_xs details | View qwen3.8:27b details

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