google/gemma-4-12b-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_0
Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor
huihui-devstral-small-2-24b-instruct-2512-abliterated-i1
LM-STUDIO GGUFmistral3 · 24B · Q4_K_S
Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
92 vs 78
Hardware Fit
100 vs 74
Quality Score
89 vs 79
Hardware
google/gemma-4-12b… huihui-devstral-sm…
MachineMicro-Star International Co., Ltd. MS-7E51System manufacturer
CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 7 5800X 8-Core Processor
Cores1616
RAM31 GB32 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsAMD Radeon RX 9060 XT
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
google/gemma-4-12b… huihui-devstral-sm…
Tokens/sec90.717.5
First chunk26 ms20 ms
TTFT127 ms279 ms
Load timeN/AN/A
Memory usage6.7 GB15.6 GB
Memory %21%49%
HW Fit Score Breakdown
google/gemma-4-12b-qat
Speed
50/50
TTFT
20/20
Memory
30/30
huihui-devstral-small-2…
Speed
29/50
TTFT
20/20
Memory
25/30
Quality
google/gemma-4-12b-qat
Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
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
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