gemma4:26b

gemma4 · 25.8B · Q4_K_M

AZW GTR Pro (AMD RYZEN AI MAX+ 395)

125 GB · Ubuntu 24.04.4 LTS

Tested on April 3, 2026

Top 4% Compare

Global Score

89 /100

Excellent

Hardware Fit

95/100

Quality

87/100

Get this model

🦙

Ollama

ollama pull gemma4:26b

View on Ollama Library

ollama.com/library/gemma4

Get it in LM Studio

Search and download models directly from the app

🤗

Find on HuggingFace

GGUF versions & quantizations

Hardware

Machine: AZW GTR Pro
CPU: AMD RYZEN AI MAX+ 395
Cores: 32 threads (16 cores)
Frequency: 3 GHz
RAM: 125 GB
GPU: Radeon 8060S
OS: Ubuntu 24.04.4 LTS
Arch: x64
Power Mode: performance

Performance

Tokens/sec Tokens generated per second — higher is better: 48.3
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.4
First chunk latency Delay before the first streamed chunk arrives from runtime: 346 ms
Time to first token How fast the model starts responding — lower is better: 346 ms
Load time Time to load the model into memory before inference: 4.4 s
Memory usage RAM consumed during inference — percentage of total system memory: 36.1 GB (29%)
Total tokens Total number of tokens generated across all benchmark prompts: 1102

Score breakdown

Speed

45/50

Time to first token

20/20

Memory

30/30

Quality

Reasoning

16/20

Coding

19/20

Instruction following

16/20

Structured output

14/15

Math

13/15

Multilingual

9/10

Category levels

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.20.0
Model format: GGUF
Hardware profile: HIGH-END
Result hash: 267f3a0d474e9f580bd651ae4d2956b80d83a7c0a7f1e59f960390fd60f20570

Interpretation

Hardware fit: 95/100. Overall suitability: EXCELLENT (Global 89/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Bench Environment

Thermal: nominal CPU load: avg 5% (peak 7%)

Run yours now

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest