Gemma4-26B:26b

gemma4 · 25.8B · Q4_K_M

GMKtec NucBox EVO-T2S (Intel Core™ Ultra X7 358H)

64 GB · Microsoft Windows 11 Pro 10.0.26200

Tested on August 24, 2026 · Submitted by Haval

Top 18% Compare

Global Score

87 /100

Excellent

Hardware Fit

82/100

Quality

89/100

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ollama pull Gemma4-26B:26b

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ollama.com/library/Gemma4-26B

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GGUF versions & quantizations

Hardware

Machine: GMKtec NucBox EVO-T2S
CPU: Intel Core™ Ultra X7 358H
Cores: 16 total (16 perf)
Frequency: 1.9 GHz
RAM: 64 GB LPDDR5
GPU: Intel(R) Arc(TM) B390 GPU
OS: Microsoft Windows 11 Pro 10.0.26200
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 23.4
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: 1.1 s
Time to first token How fast the model starts responding — lower is better: 1.1 s
Load time Time to load the model into memory before inference: 16.0 s
Memory usage RAM consumed during inference — percentage of total system memory: 16.7 GB (26%)
Total tokens Total number of tokens generated across all benchmark prompts: 1108

Score breakdown

Speed

32/50

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 0.32.14
Model format: GGUF
Hardware profile: HIGH-END
Result hash: 56bfb04418522bbe8906e3afddfaf05175b6d706e6b36e2a2c309384535c4f87

Interpretation

Hardware fit: 82/100. Overall suitability: EXCELLENT (Global 87/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Strong, Multilingual: Strong.

Bench Environment

CPU load: avg 40% (peak 50%)

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