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 6% Compare

Global Score

90 /100

Excellent

Hardware Fit

89/100

Quality

90/100

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Ollama

ollama pull Gemma4-26B:26b

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ollama.com/library/Gemma4-26B

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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: 39.2
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.2
First chunk latency Delay before the first streamed chunk arrives from runtime: 1.5 s
Time to first token How fast the model starts responding — lower is better: 1.5 s
Load time Time to load the model into memory before inference: 42.1 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

49/50

Time to first token

17/20

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: c5bc04dbafeb317bc64156ac084940d58b9804bf53a1145d8909eb8f9612b0e3

Interpretation

Hardware fit: 89/100. Overall suitability: EXCELLENT (Global 90/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Bench Environment

Power: AC CPU load: avg 39% (peak 51%)

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$ npm install -g metrillm@latest

$ metrillm

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Or run without installing: npx metrillm@latest