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  1. Data/Algo_Questions_v3.csv +82 -0
  2. Data/products.csv +41 -0
Data/Algo_Questions_v3.csv ADDED
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+ N#,Q1: What kind of device are you looking for?,Question 2: what will you use your device for?,Question 3 (as below for each persona),Question 3: What your study/work involves & what tools you use (can select multiple options),,,Processor (Option1),Cores ,Threads,Processor (Option2),Cores,Threads,RAM,"Graphics Name
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+ (Option 1)",GPU Memory,Graphics Name (Option2 if any),GPU Memory,Storage,Display,Battery Life,Spec Label
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+ 1,Laptop for on the go usage,"Studies
4
+ Assignments, virtual classes, research","Elaborate, what does your study involve?",- Engineering assignment,"For Engineering Assignments: AutoCAD, MATLAB, SolidWorks, Inventor, Other",,Intel Core i5,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),"
5
+ ",,,512GB SSD,"13-16"" Full HD",8-12 hours,Basic Productivity
6
+ ,Desktop as a dedicated workspace,,,- Creative assignments,"For Creative Assignments: Adobe Creative Suite (Photoshop, Illustrator, InDesign), Other",,Intel Core i5,6,12,AMD Ryzen 5,6,12,16GB DDR4,Integrated (Intel Iris Xe),,,,512GB SSD,"13-16"" Full HD",8-12 hours,Creative Student
7
+ ,,,,- Data assignments,"For Data Assignments: RStudio, SPSS, SAS",,Intel Core i5 ,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),,,,512GB SSD,"13-16"" Full HD",8-12 hours,Basic Productivity
8
+ ,,,,- Coding assignments,"For Coding Assignments: Visual Studio Code, PyCharm, Sublime Text, Other",,Intel Core i5,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),"
9
+ ",,,512GB SSD,"13-16"" Full HD",8-12 hours,Basic Productivity
10
+ ,,,,- Light project work,"Microsoft Office Suite (Excel, PowerPoint, Word), Notion, Trello
11
+ ",,Intel Core i5,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),,,,512GB SSD,"13-16"" Full HD",8-12 hours,Basic Productivity
12
+ ,,,,- Multitasking across apps,"No specific software required; depends on OS features
13
+ ",,Intel Core i7,8,16,AMD Ryzen 7,8,16,16GB DDR4,Integrated (Intel Iris Xe),,,,512GB SSD,"13-16"" Full HD",8-12 hours,Multitasking
14
+ ,,,,- Virtual classes,"Zoom, Microsoft Teams, Google Meet
15
+ ",,Intel Core i5 ,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),"
16
+ ",,,256GB SSD,"13-16"" Full HD",8-12 hours,Basic Virtual Tasks
17
+ ,,,,- Research,"Chrome, Firefox, Edge
18
+ ",,Intel Core i5 ,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),"
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+ ",,,512GB SSD,"13-16"" Full HD",8-12 hours,Basic Productivity
20
+ 2,,"Gaming
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+ AAA titles, streaming, game development",What type of gaming or entertainment do you engage with most?,- Playing AAA (high-end) games,"For AAA Games: Steam, Epic Games Launcher, Origin, Battle.net",,Intel Core i7,8,16,AMD Ryzen 7,8,16,16GB DDR4,NVIDIA RTX 3060 ,"6GB GDDR6
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+
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+ ",AMD Radeon RX 6600XT,8GB GDDR6,1TB SSD,"16-17"" 144Hz Full HD",6-8 hours,Gaming High Performance
24
+ ,,,,- Streaming gameplay,"For Streaming Gameplay: OBS Studio, Streamlabs OBS, XSplit",,Intel Core i7 ,8,16,AMD Ryzen 7,8,16,16GB DDR4,NVIDIA RTX 3060 ,"6GB GDDR6
25
+ ",AMD Radeon RX 6600XT,8GB GDDR6,1TB SSD,"16-17"" 144Hz Full HD",6-8 hours,Gaming High Performance
26
+ ,,,,- Esports: Competing in online tournaments,"For Communication: Discord, TeamSpeak, Slack",,Intel Core i5 ,6,12,AMD Ryzen 5,6,12,16GB DDR4,NVIDIA RTX 3050,"4GB GDDR6
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+ ",AMD Radeon RX 6500M,"4GB GDDR6
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+ ",512GB SSD,"16-17"" 120Hz Full HD",6-8 hours,Gaming Value
29
+ ,,,,- Exploring AR/VR experiences,"For AR/VR Experiences: Oculus Developer Hub, Vuforia, ARCore",,Intel Core i7,8,16,AMD Ryzen 7,8,16,16GB DDR4,NVIDIA RTX 3070 ,"8GB GDDR6
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+
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+ ",AMD Radeon RX 6700M,10GB GDDR6,1TB SSD,"16-17"" 144Hz Full HD",6-8 hours,AR/VR Enthusiast
32
+ ,,,,- Game development enthusiast,"For Game Development Enthusiasts: Unreal Engine, Unity, Godot",,Intel Core i7,8,16,AMD Ryzen 7,8,16,32GB DDR4,NVIDIA RTX 3070,8GB GDDR6,AMD Radeon RX 6700M,10GB GDDR6,1TB SSD,"16-17"" 144Hz Full HD",6-8 hours,Game Development
33
+ 3,,"Creative Work
34
+ Design, photo/video editing, digital art",What do you primarily create or work on?,#NAME?,"For Content Creation: Adobe Creative Suite (Photoshop, Illustrator, Premiere Pro, After Effects)",,Intel Core i7,8,16,AMD Ryzen 7,8,16,16GB DDR4,NVIDIA RTX 3060 ,"6GB GDDR6
35
+ ",AMD Radeon RX 6600XT,8GB GDDR6,512GB SSD + 1TB HDD,"16-17"" 4K IPS (100% Adobe RGB)",7-9 hours,Content Creation
36
+ ,,,,"- Designing, sketching","For Music Production: Logic Pro X, Ableton Live, FL Studio",,Intel Core i5,6,12,AMD Ryzen 5,6,12,16GB DDR4,Integrated (Intel Iris Xe),,,,512GB SSD,"13-16"" Full HD",8-10 hours,Digital Sketching
37
+ ,,,,- Making music,"For Video Editing: Final Cut Pro, DaVinci Resolve, Avid Media Composer",,Intel Core i7,8,16,AMD Ryzen 7 H267,8,16,16GB DDR4,Integrated (Intel Iris Xe),,,,512GB SSD,"13-16"" Full HD",8-10 hours,Audio Production
38
+ ,,,,- Making videos,"For Animation & Modeling: Autodesk Maya, Blender, Cinema 4D",,Intel Core i7 ,8,16,AMD Ryzen 7,8,16,16GB DDR4,NVIDIA RTX 3060,6GB GDDR6,AMD Radeon RX 6600XT,8GB GDDR6,512GB SSD,"16-17"" 4K IPS (100% Adobe RGB)",7-9 hours,Video Editing
39
+ ,,,,"- Photography, image editing","For Rendering: V-Ray, Redshift, Arnold",,Intel Core i7,8,16,AMD Ryzen 7,8,16,16GB DDR4,NVIDIA RTX 3060 / AMD Radeon RX 6600XT,6GB GDDR6,AMD Radeon RX 6600XT,8GB GDDR6,512GB SSD + 1TB HDD,"16-17"" 4K IPS (100% Adobe RGB)",7-9 hours,Photo Editing
40
+ ,,,,- Audio/Video production,"Avid Pro Tools, DaVinci Resolve
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+ ",,Intel Core i7 ,8,16,AMD Ryzen 7,8,16,32GB DDR4,NVIDIA RTX 3070 ,8GB GDDR6,AMD Radeon RX 6700M,10GB GDDR6,1TB SSD + 1TB HDD,"16-17"" 4K IPS (100% Adobe RGB)",7-9 hours,Pro Audio/Video
42
+ ,,,,- Animation,"Blender, Cinema 4D
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+ ",,Intel Core i7 ,8,16,AMD Ryzen 7,8,16,32GB DDR4,NVIDIA RTX 3070 ,8GB GDDR6,AMD Radeon RX 6700M,10GB GDDR6,1TB SSD + 1TB HDD,"16-17"" 4K IPS (100% Adobe RGB)",7-9 hours,Animation & Rendering
44
+ ,,,,- Rendering,"V-Ray, Redshift, Arnold
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+ ",,Intel Core i9,10,20,AMD Ryzen 9,12 to16,24 to 32,64GB DDR4,NVIDIA RTX 3080 ,10GB or 16GB GDDR6X (depending on model),AMD Radeon RX 6800M,12GB GDDR6,1TB SSD + 2TB HDD,"16-17"" 4K IPS (100% Adobe RGB)",7-9 hours,Rendering Intensive
46
+ 4,,"Engineering Work
47
+ Coding, CAD/CAM, 3D/2D modeling",What kind of technical tasks do you perform regularly?,"- Coding, computing","For Coding & Computing: Visual Studio Code, PyCharm, IntelliJ IDEA, Eclipse",,Intel Core i5,6,12,AMD Ryzen 5,6,12,16GB DDR4,Integrated (Intel Iris Xe),,,,512GB SSD,"16"" Full HD",8-10 hours,Multitasking
48
+ ,,,,- AI training,"For AI Training: TensorFlow, PyTorch, Keras, MXNet",,Intel Core i9,10,20,AMD Ryzen 9,12 to 16,24 to 32,64GB DDR4,NVIDIA RTX 3090 ,24GB GDDR6X,AMD Radeon RX 6900M,16GB GDDR6,1TB SSD + 2TB HDD,"16-17"" Full HD or 4K",6-8 hours,AI Research Intensive
49
+ ,,,,- Data Science,"For Data Science: RStudio, MATLAB, Jupyter Notebook, Apache Spark, Google Colab",,Intel Core i7,8,16,AMD Ryzen 7,8,16,32GB DDR4,NVIDIA RTX 3070 ,8GB GDDR6,AMD Radeon RX 6700M,10GB GDDR6,1TB SSD + 1TB HDD,"16-17"" Full HD or 4K",7-9 hours,Data Science & Analytics
50
+ ,,,,- CAD/CAM,"For CAD/CAM: AutoCAD, SolidWorks, CATIA, Rhino",,Intel Core i7 ,8,16,AMD Ryzen 7,8,16,32GB DDR4,NVIDIA RTX 3070 ,8GB GDDR6,AMD Radeon RX 6700M,10GB GDDR6,1TB SSD + 1TB HDD,"16-17"" Full HD or 4K",7-9 hours,CAD/CAM
51
+ ,,,,- 2D/3D Modeling,"For 3D/2D Modeling: Blender, Autodesk 3ds Max, ZBrush",,Intel Core i7 ,8,16,AMD Ryzen 7,8,16,32GB DDR4,NVIDIA RTX 3080 ,"10GB or 16GB GDDR6X (depending on model)
52
+
53
+ ",AMD Radeon RX 6800M,12GB GDDR6,1TB SSD + 1TB HDD,"16-17"" Full HD or 4K",7-9 hours,3D Modeling
54
+ ,,,,- AR/VR development,"For AR/VR Development: Unity, Unreal Engine, NVIDIA Omniverse, Vuforia",,Intel Core i9,10,20,AMD Ryzen 9,12 to 16,24 to 32,64GB DDR4,NVIDIA RTX 3090 ,"24GB GDDR6X
55
+
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+ ",AMD Radeon RX 6900M,16GB GDDR6,1TB SSD + 2TB HDD,"16-17"" Full HD or 4K",6-8 hours,AR/VR Development
57
+ ,,,,- Simulation and data analysis,"For Simulation: Ansys, COMSOL Multiphysics, MATLAB Simulink For Data Analysis: Tableau, Power BI",,Intel Core i9 ,10,20,AMD Ryzen 9,12 to 16,24 to 32,64GB DDR4,NVIDIA RTX 3090 ,24GB GDDR6X,AMD Radeon RX 6900M,16GB GDDR6,1TB SSD + 2TB HDD,"16-17"" Full HD or 4K",6-8 hours,High-End Simulation
58
+ 5,,"Business Work
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+ Documents, meetings, data analysis",What sort of things do you do at work?,- Creating documents,"Microsoft Word, Google Docs
60
+ ",,Intel Core i5,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Office Tasks
61
+ ,,,,"- Planning, organizing","Microsoft Excel, Notion, Trello
62
+ ",,Intel Core i5,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Office Tasks
63
+ ,,,,- Online meetings,"Zoom, Microsoft Teams, Google Meet",,Intel Core i5 ,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Office Tasks
64
+ ,,,,- Managing teams,"Slack, Microsoft Teams, Trello
65
+ ",,Intel Core i5 ,6,12,AMD Ryzen 5,6,12,8GB DDR4,Integrated (Intel Iris Xe),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Office Tasks
66
+ ,,,,- Reviewing analytics,"Tableau, Microsoft Power BI
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+
68
+ ",,Intel Core i7 ,8,16,AMD Ryzen 7,8,16,16GB DDR4,NVIDIA MX550,"2GB GDDR6
69
+ ",,,512GB SSD,"13-16"" Full HD",10-12 hours,Analytics Basic
70
+ 6,,"Everyday Usage
71
+ Browsing, streaming, staying connected",What are your day-to-day activities?,- Browsing the web,"Chrome, Firefox, Microsoft Edge
72
+ ",,Intel Core i3,4,8,AMD Ryzen 3,4,8,4GB DDR4,Integrated (Intel UHD / AMD Vega),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Browsing
73
+ ,,,,"- Streaming videos, movies, and music","Netflix, Spotify, YouTube
74
+ ",,Intel Core i3,4,8,AMD Ryzen 3,4,8,4GB DDR4,Integrated (Intel UHD / AMD Vega),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Browsing
75
+ ,,,,- Social media,"Chrome, Firefox, Instagram, Facebook
76
+ ",,Intel Core i3,4,8,AMD Ryzen 3,4,8,4GB DDR4,Integrated (Intel UHD / AMD Vega),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Browsing
77
+ ,,,,- Online shopping,"Amazon, Myntra, Flipkart",,Intel Core i3 ,4,8,AMD Ryzen 3,6,8,4GB DDR4,Integrated (Intel UHD / AMD Vega),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Browsing
78
+ ,,,,- Casual gaming,"Steam, Epic Games Launcher
79
+ ",,Intel Core i5 ,6,12,AMD Ryzen 5,6,12,8GB DDR4,NVIDIA MX550,"2GB GDDR6
80
+ ",,,512GB SSD,"16"" Full HD",6-8 hours,Basic Browsing Gaming
81
+ ,,,,- Family video calls,"Zoom, Google Meet, Skype
82
+ ",,Intel Core i3,4,8,AMD Ryzen 3,6,8,4GB DDR4,Integrated (Intel UHD / AMD Vega),,,,256GB SSD,"13-16"" Full HD",10-12 hours,Basic Browsing
Data/products.csv ADDED
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+ id,name,type,ram,storage,storage type,battery life,cpu name,cpu company,cpu cores,cpu threads,gpu,gpu name,gpu memory,display size,display type,price
2
+ 1,Dell XPS 13,Laptop,16,512GB,SSD,12,i7-1360P,Intel,12,16,Integrated,none,none,13,IPS,33841
3
+ 2,HP Spectre x360,Laptop,16,1TB,SSD,10,i7-1370P,Intel,12,16,Integrated,none,none,14,AMOLED,43368
4
+ 3,Lenovo Legion 5,Laptop,16,512GB,SSD,6,Ryzen 7 6800H,AMD,8,16,Nvidia,RTX 3050,8,15,IPS,45619
5
+ 4,Apple MacBook Pro 16,Laptop,32,1TB,SSD,20,M2 Max,Apple,12,12,Integrated,none,none,16,LED,54869
6
+ 5,Acer Aspire 5,Laptop,8,256GB,SSD,8,Ryzen 5 5500U,AMD,6,12,Integrated,none,none,15,IPS,30076
7
+ 6,Asus ROG Strix G17,Laptop,32,1TB,SSD,4,Ryzen 9 7945HX,AMD,16,32,Nvidia,RTX 4080,12,17,IPS,60000
8
+ 7,MSI Katana GF66,Laptop,16,512GB,SSD,6,i7-12650H,Intel,10,16,Nvidia,RTX 3050,8,15,IPS,55000
9
+ 8,Dell Inspiron 15,Laptop,8,512GB,SSD,6,i5-1235U,Intel,10,12,Integrated,none,none,15,LED,50000
10
+ 9,HP Pavilion 14,Laptop,16,512GB,SSD,8,i5-1335U,Intel,10,12,Integrated,none,none,14,IPS,55000
11
+ 10,Lenovo ThinkPad X1 Carbon,Laptop,16,1TB,SSD,14,i7-1365U,Intel,10,12,Integrated,none,none,14,IPS,70000
12
+ 11,Apple MacBook Air 13,Laptop,8,512GB,SSD,18,M2,Apple,8,8,Integrated,none,none,13,Retina,65000
13
+ 12,Acer Nitro 5,Laptop,16,512GB,SSD,6,i7-12700H,Intel,12,16,Nvidia,RTX 3050,8,15,IPS,60000
14
+ 13,Asus VivoBook 15,Laptop,8,256GB,SSD,6,Ryzen 3 5300U,AMD,4,8,Integrated,none,none,15,LED,40000
15
+ 14,MSI Creator Z16,Laptop,32,2TB,SSD,6,i9-12900H,Intel,12,16,Nvidia,RTX 3050,8,16,IPS,90000
16
+ 15,Lenovo IdeaCentre 5,Desktop,16,1TB,HDD,none,Ryzen 5 5600G,AMD,6,12,Integrated,none,none,16,IPA,35000
17
+ 16,Dell OptiPlex 7090,Desktop,32,512GB,SSD,none,i7-11700,Intel,8,16,Integrated,none,none,16,IPA,40000
18
+ 17,HP Envy TE01,Desktop,16,1TB,SSD,none,Ryzen 7 5700G,AMD,8,16,Integrated,none,none,16,IPA,38000
19
+ 18,Apple iMac 24,Desktop,16,512GB,SSD,none,M1,Apple,8,8,Integrated,none,none,16,Retina,75000
20
+ 19,Asus ROG Strix G10,Desktop,32,2TB,SSD,none,i9-12900KF,Intel,16,16,Nvidia,RTX 3050,8,16,LCD,120000
21
+ 31,Dell XPS 13 Plus,Laptop,16,512GB,SSD,12,Intel Core i7-1360P,Intel,12,16,Integrated,none,none,13,IPS,34000
22
+ 32,HP Spectre x360 14,Laptop,16,512GB,SSD,14,Intel Core i7-1255U,Intel,10,12,Integrated,none,none,13,AMOLED,43000
23
+ 33,Lenovo Yoga 7i,Laptop,16,1TB,SSD,16,Intel Core i7-1370P,Intel,12,16,Integrated,none,none,14,IPS,60000
24
+ 34,Asus Zenbook S 13 OLED,Laptop,16,512GB,SSD,12,AMD Ryzen 7 7735U,AMD,8,16,Integrated,none,none,13,AMOLED,42000
25
+ 35,Acer Swift 5,Laptop,16,1TB,SSD,14,Intel Core i7-1260P,Intel,12,16,Integrated,none,none,14,IPS,55000
26
+ 36,LG Gram 14,Laptop,16,512GB,SSD,18,Intel Core i7-1365U,Intel,10,12,Integrated,none,none,14,IPS,58000
27
+ 37,Microsoft Surface Laptop 5,Laptop,16,512GB,SSD,16,Intel Core i7-1255U,Intel,10,12,Integrated,none,none,13,IPS,57000
28
+ 38,Samsung Galaxy Book 3 Pro,Laptop,16,512GB,SSD,16,Intel Core i7-1360P,Intel,12,16,Integrated,none,none,14,AMOLED,59000
29
+ 39,Apple MacBook Air M2,Laptop,16,512GB,SSD,18,Apple M2,Apple,8,8,Integrated,none,none,13,Retina,75000
30
+ 40,Honor MagicBook 14,Laptop,16,512GB,SSD,12,AMD Ryzen 5 5500U,AMD,6,12,Integrated,none,none,14,IPS,40000
31
+ 41,Alienware m16 R2,Laptop,32,2TB,SSD,6,Intel Core i9-13980HX,Intel,24,32,Nvidia,RTX 4090,16,16,IPS,140000
32
+ 42,Asus ROG Zephyrus Duo 16,Laptop,32,2TB,SSD,6,AMD Ryzen 9 7945HX,AMD,16,32,Nvidia,RTX 4090,16,16,LED,150000
33
+ 43,Razer Blade 18,Laptop,32,2TB,SSD,6,Intel Core i9-13950HX,Intel,24,32,Nvidia,RTX 4090,16,17,IPS,160000
34
+ 44,MSI Titan GT77 HX,Laptop,64,4TB,SSD,4,Intel Core i9-13980HX,Intel,24,32,Nvidia,RTX 4090,16,17,LED,170000
35
+ 45,Lenovo Legion 9i,Laptop,32,2TB,SSD,6,Intel Core i9-13900HX,Intel,24,32,Nvidia,RTX 4090,16,16,IPS,155000
36
+ 46,Acer Predator Helios 18,Laptop,32,2TB,SSD,6,Intel Core i9-13900HX,Intel,24,32,Nvidia,RTX 4080,12,17,IPS,150000
37
+ 47,HP Omen 17,Laptop,32,1TB,SSD,6,Intel Core i9-13900HX,Intel,24,32,Nvidia,RTX 4080,12,17,IPS,145000
38
+ 48,Asus TUF Gaming A16 Advantage,Laptop,32,1TB,SSD,8,AMD Ryzen 9 7945HX,AMD,16,32,Nvidia,RTX 4070,8,16,IPS,130000
39
+ 49,Origin EON17-X,Laptop,64,4TB,SSD,4,Intel Core i9-13980HX,Intel,24,32,Nvidia,RTX 4090,16,17,IPS,175000
40
+ 50,Gigabyte Aorus 17X,Laptop,32,2TB,SSD,6,Intel Core i9-13980HX,Intel,24,32,Nvidia,RTX 4090,16,17,IPS,165000
41
+