gemma-4-26b-a4b-it-qat
LM-STUDIO GGUFgemma4 · 26B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
starcoder2:3b
OLLAMA GGUFstarcoder2 · 3B · Q4_0
Jun 26, 2026 · Cortex-A78AE
Global Score
93 vs 35
Hardware Fit
93 vs 100
Quality Score
93 vs 7
Hardware
gemma-4-26b-a4b-it… starcoder2:3b
MachineASUSNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorCortex-A78AE
Cores166
RAM31 GB7 GB
GPUNVIDIA GeForce RTX 4090, RaphaelIntegrated / Unknown
OScachyos rollingUbuntu 22.04.5 LTS
Archx64arm64
Power Modelow-powerbalanced
Performance
gemma-4-26b-a4b-it… starcoder2:3b
Tokens/sec156.031.5
First chunk2 ms392 ms
TTFT109 ms392 ms
Load timeN/A4.8 s
Memory usage16.5 GB1.8 GB
Memory %54%24%
HW Fit Score Breakdown
gemma-4-26b-a4b-it-qat
Speed
50/50
TTFT
20/20
Memory
23/30
starcoder2:3b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
gemma-4-26b-a4b-it-qat
Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
starcoder2:3b
Reasoning
0/20
Coding
3/20
Instruction
1/20
Structured
0/15
Math
1/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest