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google/gemma-4-26b-a4b-it-qat

LM-STUDIO GGUF

gemma4 · 26B · Q4_0

Excellent

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

qwen3.8:27b-q8_0

OLLAMA GGUF

qwen35 · 27.3B · Q8_0

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

Global Score
82 vs 89
Hardware Fit
56 vs 88
Quality Score
93 vs 89

Hardware

google/gemma-4-26b… qwen3.8:27b-q8_0
MachineDocker ContainerDell Inc. PowerEdge XE8545
CPUIntel Gen Intel® Core™ i9-11900HAMD EPYC 7713 64-Core Processor
Cores16128
RAM15 GB1007 GB
GPUTigerLake-H GT1 [UHD Graphics]GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSUbuntu 26.04 LTSRocky Linux 8.10
Archx64x64
Power Modeperformanceunknown

Performance

google/gemma-4-26b… qwen3.8:27b-q8_0
Tokens/sec12.040.0
First chunk86 ms177 ms
TTFT2.8 s177 ms
Load time57.2 s24.7 s
Memory usage9.1 GB51.0 GB
Memory %59%5%

HW Fit Score Breakdown

google/gemma-4-26b-a4b-…

Speed
22/50
TTFT
14/20
Memory
20/30

qwen3.8:27b-q8_0

Speed
38/50
TTFT
20/20
Memory
30/30

Quality

google/gemma-4-26b-a4b-…

Reasoning
17/20
Coding
19/20
Instruction
20/20
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-q8_0

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View google/gemma-4-26b… details | View qwen3.8:27b-q8_0 details

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