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Gemma4-26B:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

Aug 19, 2026 · Intel Core™ Ultra X7 358H

qwen3.8-27b-ridge

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
87 vs 88
Hardware Fit
81 vs 97
Quality Score
89 vs 84

Hardware

Gemma4-26B:26b qwen3.8-27b-ridge
MachineGMKtec NucBox EVO-T2SMicro-Star International Co., Ltd. MS-7E51
CPUIntel Core™ Ultra X7 358HAMD Ryzen 7 9700X 8-Core Processor
Cores1616
RAM64 GB31 GB
GPUIntel(R) Arc(TM) B390 GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Gemma4-26B:26b qwen3.8-27b-ridge
Tokens/sec23.153.8
First chunk978 ms25 ms
TTFT978 ms282 ms
Load time14.7 sN/A
Memory usage16.7 GB12.6 GB
Memory %26%41%

HW Fit Score Breakdown

Gemma4-26B:26b

Speed
31/50
TTFT
20/20
Memory
30/30

qwen3.8-27b-ridge

Speed
50/50
TTFT
20/20
Memory
27/30

Quality

Gemma4-26B:26b

Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.8-27b-ridge

Reasoning
15/20
Coding
18/20
Instruction
17/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest