Back to leaderboard

swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Mar 5, 2026 · Intel Core™ Ultra 9 285K

Global Score
96 vs 84
Hardware Fit
94 vs 97
Quality Score
97 vs 79

Hardware

swift-1.5-iq2_xs qwen3:8b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROASUS
CPUAMD Ryzen 5 5600X 6-Core ProcessorIntel Core™ Ultra 9 285K
Cores1224
RAM47 GB47 GB
GPUAD106 [GeForce RTX 4060 Ti]NVIDIA GeForce RTX 5090, Intel(R) Graphics
OSArch LinuxMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs qwen3:8b
Tokens/sec60.0208.0
First chunk2 ms82 ms
TTFT2.6 s1.3 s
Load timeN/A1.5 s
Memory usage0.9 GB9.6 GB
Memory %2%20%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

qwen3:8b

Speed
50/50
TTFT
18/20
Memory
29/30

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

qwen3:8b

Reasoning
18/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong 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