gemma4:26b

gemma4 · 25.8B · Q4_K_M

ASUSTeK COMPUTER INC. GX10 (Cortex-X925)

122 GB · Ubuntu 24.04.4 LTS

Tested on July 7, 2026

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Global Score

94 /100

Excellent

Hardware Fit

100/100

Quality

92/100

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ollama pull gemma4:26b

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ollama.com/library/gemma4

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GGUF versions & quantizations

Hardware

Machine: ASUSTeK COMPUTER INC. GX10
CPU: Cortex-X925
Cores: 20 total (20 perf)
Frequency: 3.35 GHz
RAM: 122 GB
GPU: Device 2e12
OS: Ubuntu 24.04.4 LTS
Arch: arm64
Power Mode: performance

Performance

Tokens/sec Tokens generated per second — higher is better: 67.4
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: 529 ms
Time to first token How fast the model starts responding — lower is better: 529 ms
Load time Time to load the model into memory before inference: 6.0 s
Memory usage RAM consumed during inference — percentage of total system memory: 17.6 GB (15%)
Total tokens Total number of tokens generated across all benchmark prompts: 1129

Score breakdown

Speed

50/50

Time to first token

20/20

Memory

30/30

Quality

Reasoning

18/20

Coding

19/20

Instruction following

18/20

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 0.30.5
Model format: GGUF
Hardware profile: HIGH-END
Result hash: d1f906270d4440ebe7fe7e54e34e29486f4e36f99e99546319a88ea70d828728

Interpretation

Hardware fit: 100/100. Overall suitability: EXCELLENT (Global 94/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Bench Environment

Thermal: nominal CPU load: avg 4% (peak 6%)

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