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google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
92 vs 66
Hardware Fit
100 vs 63
Quality Score
89 vs 67

Hardware

google/gemma-4-12b… deepseek-r1:7b
MachineMicro-Star International Co., Ltd. MS-7E51Gigabyte Technology Co., Ltd. H170M-D3H
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Core™ i5-6500
Cores164
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsGP104 [GeForce GTX 1070]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

google/gemma-4-12b… deepseek-r1:7b
Tokens/sec90.735.6
First chunk26 ms224 ms
TTFT127 ms7.5 s
Load timeN/A7.7 s
Memory usage6.7 GB4.6 GB
Memory %21%29%

HW Fit Score Breakdown

google/gemma-4-12b-qat

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

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

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

deepseek-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong
View google/gemma-4-12b… details | View deepseek-r1:7b details

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