Back to leaderboard

swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

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

Gemma4-26B:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
96 vs 90
Hardware Fit
94 vs 89
Quality Score
97 vs 90

Hardware

swift-1.5-iq2_xs Gemma4-26B:26b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1232
RAM47 GB31 GB
GPUAD106 [GeForce RTX 4060 Ti]AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSArch LinuxMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

swift-1.5-iq2_xs Gemma4-26B:26b
Tokens/sec60.039.2
First chunk2 ms1484 ms
TTFT2.6 s1.5 s
Load timeN/A42.1 s
Memory usage0.9 GB17.0 GB
Memory %2%55%

HW Fit Score Breakdown

swift-1.5-iq2_xs

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

Gemma4-26B:26b

Speed
49/50
TTFT
17/20
Memory
23/30

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

Gemma4-26B:26b

Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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