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huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Gemma4-26B:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

Aug 24, 2026 · Intel Core™ Ultra X7 358H

Global Score
78 vs 87
Hardware Fit
74 vs 82
Quality Score
79 vs 89

Hardware

huihui-devstral-sm… Gemma4-26B:26b
MachineSystem manufacturerGMKtec NucBox EVO-T2S
CPUAMD Ryzen 7 5800X 8-Core ProcessorIntel Core™ Ultra X7 358H
Cores1616
RAM32 GB64 GB
GPUAMD Radeon RX 9060 XTIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

huihui-devstral-sm… Gemma4-26B:26b
Tokens/sec17.523.4
First chunk20 ms1073 ms
TTFT279 ms1.1 s
Load timeN/A16.0 s
Memory usage15.6 GB16.7 GB
Memory %49%26%

HW Fit Score Breakdown

huihui-devstral-small-2…

Speed
29/50
TTFT
20/20
Memory
25/30

Gemma4-26B:26b

Speed
32/50
TTFT
20/20
Memory
30/30

Quality

huihui-devstral-small-2…

Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

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

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