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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

Global Score
66 vs 68
Hardware Fit
63 vs 93
Quality Score
67 vs 57

Hardware

deepseek-r1:7b google/gemma-4-e4b
MachineGigabyte Technology Co., Ltd. H170M-D3HLENOVO 82JQ
CPUIntel Core™ i5-6500AMD Ryzen 7 5800H
Cores416
RAM16 GB16 GB
GPUGP104 [GeForce GTX 1070]NVIDIA GeForce RTX 3060 Laptop GPU
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 家庭版 中文版 10.0.26100
Archx64x64
Power Modelow-powerbalanced

Performance

deepseek-r1:7b google/gemma-4-e4b
Tokens/sec35.626.2
First chunk224 ms17 ms
TTFT7.5 s572 ms
Load time7.7 sN/A
Memory usage4.6 GB6.5 GB
Memory %29%41%

HW Fit Score Breakdown

deepseek-r1:7b

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

google/gemma-4-e4b

Speed
46/50
TTFT
20/20
Memory
27/30

Quality

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

google/gemma-4-e4b

Reasoning
17/20
Coding
19/20
Instruction
4/20
Structured
4/15
Math
12/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Weak Math: Strong Multilingual: Poor
View deepseek-r1:7b details | View google/gemma-4-e4b details

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