Gemma4-26B:26b

gemma4 · 25.8B · Q4_K_M

HP HyperX OMEN Transcend Gaming Laptop 14-ga0xxx5CD612DXML (NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core ))

55 GB · Microsoft Windows 11 Pro 10.0.28000

Tested on August 22, 2026

Top 4% Compare

Global Score

92 /100

Excellent

Hardware Fit

100/100

Quality

89/100

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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 Transcend Gaming Laptop 14-ga0xxx5CD612DXML
CPU: NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )
Cores: 20 total (20 perf)
Frequency: 4 GHz
RAM: 55 GB LPDDR5
GPU: NVIDIA RTX Spark N1X (6144-core Blackwell RTX GPU), NVIDIA NPU
OS: Microsoft Windows 11 Pro 10.0.28000
Arch: arm64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 61.3
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.7
First chunk latency Delay before the first streamed chunk arrives from runtime: 185 ms
Time to first token How fast the model starts responding — lower is better: 185 ms
Load time Time to load the model into memory before inference: 22.9 s
Memory usage RAM consumed during inference — percentage of total system memory: 16.4 GB (30%)
Total tokens Total number of tokens generated across all benchmark prompts: 1108

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

30/30

Quality

Reasoning

16/20

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 0.32.15
Model format: GGUF
Hardware profile: HIGH-END
Result hash: d1ad62157f3fce58f86b3e4f2bcf7b589154c6b831dab084e4003033b304a5a9

Interpretation

Hardware fit: 100/100. Overall suitability: EXCELLENT (Global 92/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Warnings

CPU appears throttled (2.9 GHz current vs 4.0 GHz nominal, 73%).

Bench Environment

Power: AC CPU load: avg 20% (peak 24%)

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