Gemma4-26B:26b

gemma4 · 25.8B · Q4_K_M

HP HyperX OMEN Gaming Laptop 16-ap1xxx (AMD Ryzen 9 9955HX3D 16-Core Processor)

31 GB · Microsoft Windows 11 Home 10.0.26200

Tested on August 19, 2026

Top 5% Compare

Global Score

91 /100

Excellent

Hardware Fit

93/100

Quality

90/100

Get this model

🦙

Ollama

ollama pull Gemma4-26B:26b

View on Ollama Library

ollama.com/library/Gemma4-26B

Get it in LM Studio

Search and download models directly from the app

🤗

Find on HuggingFace

GGUF versions & quantizations

Hardware

Machine: HP HyperX OMEN Gaming Laptop 16-ap1xxx
CPU: AMD Ryzen 9 9955HX3D 16-Core Processor
Cores: 32 total (32 perf)
Frequency: 2.5 GHz
RAM: 31 GB DDR5
GPU: AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OS: Microsoft Windows 11 Home 10.0.26200
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 40.5
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±1.0
First chunk latency Delay before the first streamed chunk arrives from runtime: 727 ms
Time to first token How fast the model starts responding — lower is better: 727 ms
Load time Time to load the model into memory before inference: 25.3 s
Memory usage RAM consumed during inference — percentage of total system memory: 17.0 GB (55%)
Total tokens Total number of tokens generated across all benchmark prompts: 1108

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

23/30

Quality

Reasoning

17/20

Coding

19/20

Instruction following

17/20

Structured output

14/15

Math

13/15

Multilingual

10/10

Category levels

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

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.32.14
Model format: GGUF
Hardware profile: HIGH-END
Result hash: 06884f335272524502b456c74343b912504ce09b8c22d6f69197e543d1048fb9

Interpretation

Hardware fit: 93/100. Overall suitability: EXCELLENT (Global 91/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Bench Environment

Thermal: nominal Power: AC Swap delta: +0.0 GB CPU load: avg 42% (peak 50%)

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