Do not choose a GPU first. Choose what you want to do.

SensePC configurations are easier to understand when they are mapped to real workloads. Use this guide or ask SensePC-AI what you are trying to do, and it can recommend the right cloud PC for gaming, AI development, video editing, school, software development, and remote work.

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One question is enough

Try asking

“What are you trying to do?”

SensePC-AI can recommend a configuration, region, storage size, OS, and billing rhythm with a short reason before the user starts building.

Start with the work, not the hardware

The user should not need to understand GPU names first. Ask what they want to do, then translate that into OS, CPU, RAM, storage, location, and billing.

Pick the closest region

For interactive desktops and gaming, distance matters. Choose the closest available SensePC location unless the user’s files, team, or compliance needs are somewhere else.

Storage should follow the files

Start smaller for browsing and classwork. Increase SSD for games, source footage, models, datasets, SDKs, and large project folders.

Billing should follow frequency

Hourly fits short sessions and experiments. Daily fits full workdays. Monthly fits regular weekly or daily usage where predictability matters.

The simplest answer for each type of user.

These are starting recommendations. Users can always resize later, but the first recommendation should reduce confusion and avoid overbuying.

Gaming & performance sessions

Low-latency sessions

Choose Xtreme Core for lighter gaming or Xtreme Pro for more demanding titles.

Recommended
Xtreme Pro
OS
Windows 11
Storage
Xtreme Core starts with 220 GB SSD, while Xtreme Pro and Ultra are shown with 500 GB starting storage. Upgrade to 1 TB if you need a larger game library.
Region
Choose the closest available location to your physical location
Billing
Hourly for occasional sessions; monthly only if you play often

Why this works

  • Windows 11 provides broad game and launcher compatibility, but activation or valid Windows BYOL rights may be required. See the Terms before purchase.
  • Xtreme Core is an affordable starting point for lighter gaming; Pro adds CPU and memory for demanding games and background launchers.
  • Current Xtreme Windows 11 PCs have Secure Boot and TPM 2.0 enabled, but game and anti-cheat support depends on the publisher.
  • Use Performance Mode when input smoothness matters more than browser convenience.

Upgrade path: Move to Xtreme Ultra if the game, launcher, recording tools, or multitasking needs more CPU/RAM headroom.

AI development & GPU projects

CUDA, ML, notebooks

Start with AI Dev Pro on Ubuntu 24.04 LTS.

Recommended
AI Dev Pro
OS
Ubuntu 24.04 LTS x64 for Python, CUDA, PyTorch, notebooks, ComfyUI, local model testing, and Linux-first AI tools
Storage
Starts with 220 GB SSD. Upgrade to 500 GB or 1 TB later for models and datasets.
Region
Choose the closest AI Dev location available for your account and workload
Billing
Hourly for experiments and short labs; monthly if this becomes your regular AI workstation

Why this works

  • AI Dev Builder is designed specifically for Ubuntu GPU development workflows.
  • AI Dev Pro gives more CPU/RAM headroom than Core while keeping cost controlled.
  • Use AI Dev Ultra when datasets, notebooks, local services, or model workflows need more system memory and CPU headroom.

Upgrade path: Move from AI Dev Core to AI Dev Pro when notebooks, tools, or datasets feel constrained. Move to AI Dev Ultra when you need the largest AI Dev workstation size available in your region.

Video editing & creator work

Timeline, export, assets

Start with Windows 11 Pro for balanced creator work.

Recommended
Windows 11 Pro
OS
Windows 11 for Adobe, creator apps, capture tools, and broad plugin support
Storage
Starts with 220 GB SSD. Upgrade to 500 GB or 1 TB later for larger projects.
Region
Choose the region closest to where you edit from for a smoother desktop feel
Billing
Daily for full editing days; monthly for ongoing production work

Why this works

  • More RAM and CPU help with editing apps, asset browsers, browser tabs, and exports.
  • Shared L4 options are a cost-efficient starting point for many creator workflows.
  • Keep raw footage and finished files organized in Sense Cloud or external storage when possible.

Upgrade path: Move to Windows Ultra or Xtreme Ultra for heavier timelines, large projects, or multiple creative apps open together.

Software development

IDE, build, test

Choose Ubuntu Pro for Linux/server work or Windows Pro for Windows tools.

Recommended
Ubuntu Pro or Windows 11 Pro
OS
Ubuntu for backend, Linux packages, and AI/devops; Windows for Visual Studio, Windows apps, or game tooling
Storage
Starts with 220 GB SSD. Upgrade later for large repos, containers, and SDKs.
Region
Choose closest region for interactive IDE work
Billing
Hourly for burst work; monthly for daily development environments

Why this works

  • Pro gives a better CPU/RAM balance for IDEs, terminals, browsers, and build tools.
  • Ubuntu keeps Linux-first development environments simpler and cleaner.
  • Windows Pro is better when your workflow depends on Windows-native software.

Upgrade path: Move to Ultra when builds are slow, containers are memory-heavy, or you run multiple local services.

Students & learning labs

Projects, classes, labs

Start with Standard, then upgrade only when the class workload needs it.

Recommended
Windows 11 Standard or Ubuntu Standard
OS
Windows for general apps; Ubuntu for programming, Linux labs, and AI courses
Storage
Starts with 220 GB SSD. Upgrade later for datasets or media files.
Region
Choose closest region to campus/home
Billing
Hourly keeps cost controlled for temporary projects

Why this works

  • Standard keeps the entry cost low while still giving a real cloud PC environment.
  • Students can resize later instead of overbuying hardware upfront.
  • The OS should match the course software, not personal preference alone.

Upgrade path: Move to Pro when projects need more RAM, heavier software, or several tools open at the same time.

Remote work & everyday cloud desktop

Browser, apps, admin work

Start with Windows 11 Standard.

Recommended
Windows 11 Standard
OS
Windows 11 for familiar desktop apps, browsers, office tools, and remote work software
Storage
Starts with 220 GB SSD. Upgrade later if you keep many local files.
Region
Choose closest region for a responsive desktop experience
Billing
Hourly for occasional work; monthly for a daily cloud workspace

Why this works

  • Standard is enough for browser, office, communication, and light admin work.
  • It avoids overpaying for CPU/RAM that everyday work may not need.
  • You can resize later if the workload becomes heavier.

Upgrade path: Move to Pro if you multitask heavily, run business software, or keep many browser tabs and apps open.

What each current SensePC option is best for.

Present configurations by user outcome, not by raw specs only. The table still matters, but this translation layer is what helps non-technical visitors decide faster.

Showing live hourly estimates for selected location

Hourly prices use the same estimate API as the pricing page. If a live estimate is unavailable, reference pricing may be shown; verify final price and availability in the builder.

Xtreme

Xtreme Core

Reference pricing

Unavailable/hr

OSWindows 11
Specs4 vCPU · 16 GB
GPUNVIDIA L4
GPU Memory24 GB VRAM
Starting SSD220 GB
NetworkUp to 10 Gbps

Entry-level gaming, first gaming test, GPU-ready Windows sessions

Best when a user wants to try a real GPU cloud PC before choosing a longer-term configuration.

Common recommendation

Xtreme

Xtreme Pro

Reference pricing

Unavailable/hr

OSWindows 11
Specs8 vCPU · 32 GB
GPUNVIDIA L4
GPU Memory24 GB VRAM
Starting SSD500 GB
NetworkUp to 10 Gbps

Gaming, performance sessions, stronger Windows workloads

Recommended gaming starting point because it adds CPU and RAM headroom over Core.

Xtreme

Xtreme Ultra

Reference pricing

Unavailable/hr

OSWindows 11
Specs16 vCPU · 64 GB
GPUNVIDIA L4
GPU Memory24 GB VRAM
Starting SSD500 GB
NetworkUp to 25 Gbps

Heavy gaming, demanding multitasking, high-end creator or engineering sessions

Choose when the workload is CPU/RAM heavy or when you want the most headroom.

AI Dev

AI Dev Core

Reference pricing

Unavailable/hr

OSUbuntu 24.04 LTS x64 (GUI)
Specs4 vCPU · 16 GB
GPUNVIDIA L4
GPU Memory24 GB VRAM
Starting SSD220 GB
NetworkUp to 10 Gbps

AI learning, CUDA setup, notebooks, ComfyUI testing

Lowest AI Dev starting point for Ubuntu GPU development and smaller experiments.

Common recommendation

AI Dev

AI Dev Pro

Reference pricing

Unavailable/hr

OSUbuntu 24.04 LTS x64 (GUI)
Specs8 vCPU · 32 GB
GPUNVIDIA L4
GPU Memory24 GB VRAM
Starting SSD220 GB
NetworkUp to 10 Gbps

AI development, PyTorch, notebooks, models, datasets

Recommended AI Dev starting point with more CPU and RAM headroom than Core.

AI Dev

AI Dev Ultra

Reference pricing

Unavailable/hr

OSUbuntu 24.04 LTS x64 (GUI)
Specs16 vCPU · 64 GB
GPUNVIDIA L4
GPU Memory24 GB VRAM
Starting SSD220 GB
NetworkUp to 25 Gbps

Heavier AI labs, larger datasets, local services, advanced experiments

Choose when AI Dev Pro needs more CPU and RAM headroom for heavier workflows.

Windows

Windows 11 Standard

Reference pricing

Unavailable/hr

OSWindows 11
Specs4 vCPU · 16 GB
GPUNVIDIA L4 (shared)
GPU MemoryL4 Memory (shared)
Starting SSD220 GB
NetworkUp to 12.5 Gbps

Remote work, browsing, office apps, beginner creator tasks

Lowest-cost Windows starting point for everyday cloud desktop use.

Common recommendation

Windows

Windows 11 Pro

Reference pricing

Unavailable/hr

OSWindows 11
Specs8 vCPU · 32 GB
GPUNVIDIA L4 (shared)
GPU MemoryL4 Memory (shared)
Starting SSD220 GB
NetworkUp to 12.5 Gbps

Creators, developers, heavier Windows apps, multitasking

Balanced Windows recommendation when Standard may feel tight.

Windows

Windows 11 Ultra

Reference pricing

Unavailable/hr

OSWindows 11
Specs16 vCPU · 64 GB
GPUNVIDIA L4 (shared)
GPU MemoryL4 Memory (shared)
Starting SSD220 GB
NetworkUp to 12.5 Gbps

Large Windows apps, heavy multitasking, advanced creator work

Use when RAM and CPU headroom matter more than the lowest hourly rate.

Ubuntu

Ubuntu Standard

Reference pricing

Unavailable/hr

OSUbuntu 24.04 LTS x64 (GUI)
Specs4 vCPU · 16 GB
GPUNVIDIA L4 (shared)
GPU MemoryL4 Memory (shared)
Starting SSD220 GB
NetworkUp to 12.5 Gbps

Linux learning, starter dev, light notebooks, CLI tools

Lowest-cost Linux starting point for students and simple development environments.

Common recommendation

Ubuntu

Ubuntu Pro

Reference pricing

Unavailable/hr

OSUbuntu 24.04 LTS x64 (GUI)
Specs8 vCPU · 32 GB
GPUNVIDIA L4 (shared)
GPU MemoryL4 Memory (shared)
Starting SSD220 GB
NetworkUp to 12.5 Gbps

AI development, Python, notebooks, backend development

Best default for Linux-first builders because it balances cost with memory and CPU headroom.

Ubuntu

Ubuntu Ultra

Reference pricing

Unavailable/hr

OSUbuntu 24.04 LTS x64 (GUI)
Specs16 vCPU · 64 GB
GPUNVIDIA L4 (shared)
GPU MemoryL4 Memory (shared)
Starting SSD220 GB
NetworkUp to 12.5 Gbps

Heavier AI/dev workloads, larger datasets, more local services

Choose when Pro is not enough for memory-heavy data, model, or build workflows.

Ask SensePC-AI

SensePC-AI can choose with you.

Tell SensePC-AI what you want to do. It can translate that into the right OS, configuration, region, storage, and billing rhythm.

Quick decision points

The same flow a user can ask SensePC-AI to handle.

Simple input
1

Goal

Gaming, AI, editing, school, work, or development.

2

OS

Windows for apps/games; Ubuntu for Linux, Python, and AI tools.

3

Power

Standard, Pro, Ultra, Xtreme, or AI Dev based on workload, CPU/RAM pressure, and GPU needs.

4

Fit

Closest region, right storage size, and best billing rhythm.

Ask by use case

Use Performance Mode for smoother sessions

Browser access is convenient. Performance Mode is better when gaming, editing, or interactive desktop smoothness matters.

Be honest about compatibility

Some games, anti-cheat systems, licenses, or enterprise tools may restrict virtual/cloud environments. Recommend checking compatibility before long sessions.

Control cost by matching time

Hourly is best for short sessions. Daily is best for full workdays. Monthly is best when the cloud PC becomes a regular workspace.

Quick answers while choosing your SensePC.

Browse the most common configuration questions without making the page too long. Open the answers you need, or ask SensePC-AI for a recommendation based on your exact workload.

01

What is the easiest way to choose a SensePC configuration?

Start with the workload, not the hardware. Decide whether you are gaming, building AI projects, editing video, learning as a student, developing software, or using a cloud desktop for remote work. Then choose the OS, region, storage, and billing plan around that goal.

02

Can SensePC-AI choose a configuration for me?

Yes. Ask SensePC-AI what you are trying to do in plain English. It can recommend a starting configuration, explain the reason, suggest an OS, storage size, region, and billing rhythm, and help you avoid overbuying before you understand the workload.

03

What should I tell SensePC-AI to get a better recommendation?

Tell SensePC-AI the main use case, the apps or games you plan to run, your location, how often you expect to use the PC, and whether you will store large files. A good prompt is: I want to edit 4K videos twice a week from Atlanta. Which SensePC should I choose?

04

Should I choose Xtreme, AI Dev, or a regular Windows/Ubuntu plan?

Choose Xtreme for gaming and performance-focused Windows sessions. Choose AI Dev Builder for Ubuntu-based AI development, CUDA/PyTorch workflows, notebooks, ComfyUI, model testing, and local AI experiments. Choose regular Windows or Ubuntu Standard, Pro, or Ultra for everyday cloud desktop use, software development, student projects, remote work, and creator workflows where cost efficiency matters more.

05

What is the difference between Xtreme, AI Dev, and shared L4 configurations?

Xtreme configurations are designed for gaming and performance-focused Windows sessions. AI Dev configurations are Ubuntu GPU workstations for AI development, notebooks, CUDA/PyTorch, ComfyUI, model testing, and local experiments. Regular Windows and Ubuntu configurations are better for cost-efficient desktop, student, software development, remote work, and general creator workflows.

06

Which SensePC should I choose for gaming?

Start with Xtreme Pro on Windows 11 for the best balance of performance and cost. Choose Xtreme Core only if you want the lowest Xtreme entry point, and choose Xtreme Ultra if you need more CPU/RAM headroom for demanding games, multitasking, streaming, launchers, or recording tools.

07

Will every game work on a cloud PC?

No cloud PC can guarantee every game. Some games, launchers, anti-cheat systems, or licenses may restrict virtual or cloud environments. For gaming, check compatibility first, use the closest region, and use Performance Mode for the smoothest desktop experience.

08

When should I use Performance Mode?

Use browser access when convenience matters. Use Performance Mode when responsiveness matters, such as gaming, editing, interactive design work, or long desktop sessions where lower latency and smoother input feel more important.

09

Should I choose Windows 11 or Ubuntu?

Choose Windows 11 for games, Windows apps, office tools, Adobe-style creator apps, and familiar desktop workflows. Choose Ubuntu 24.04 LTS x64 for Linux development, Python, AI tooling, terminals, package managers, notebooks, and server-style workflows.

10

Which configuration is best for AI development?

Use AI Dev Builder for dedicated AI development workflows. Start with AI Dev Core for learning, notebooks, smaller experiments, CUDA/PyTorch setup, and ComfyUI testing. Choose AI Dev Pro for heavier notebooks, larger tools, model testing, and a better balance of cost and power. Choose AI Dev Ultra or the largest available AI Dev size when datasets, preprocessing, local services, or multiple AI tools need more CPU and RAM headroom.

11

When should I use AI Dev Builder instead of regular Ubuntu?

Use AI Dev Builder when the main goal is AI work: CUDA, PyTorch, notebooks, ComfyUI, local LLM experiments, model testing, generated files, datasets, or AI development environments. Use regular Ubuntu Standard, Pro, or Ultra for general Linux development, backend work, CLI tools, school labs, or lower-cost Linux cloud desktop use.

12

Which configuration is best for video editing or creator work?

Start with Windows 11 Pro for balanced creator work. It gives more CPU/RAM headroom than Standard while staying cost-conscious. Move to Windows 11 Ultra or Xtreme Ultra when timelines are heavier, files are larger, or multiple creative apps run at the same time.

13

Which configuration is best for students?

Most students should start with Standard and upgrade only when a course or project needs more. Choose Windows 11 Standard for general apps and school tools. Choose Ubuntu Standard or Ubuntu Pro for programming, Linux labs, AI courses, and open-source tooling.

14

Which configuration is best for remote work?

Start with Windows 11 Standard for browser tabs, office apps, meetings, admin work, and everyday cloud desktop use. Move to Windows 11 Pro if you keep many apps open, multitask heavily, or run heavier business software.

15

Which configuration is best for software development?

Choose Ubuntu Pro for backend development, Linux packages, terminals, AI/devops tooling, and server-like workflows. Choose Windows 11 Pro for Visual Studio, Windows-native tools, game tooling, or Windows-only software. Move to Ultra if builds, containers, or local services become memory-heavy.

16

How much SSD storage should I start with?

220 GB is the minimum supported SSD size. Xtreme Core starts with 220 GB; Xtreme Pro and Ultra are shown with 500 GB. Regular Windows, Ubuntu and AI Dev configurations can start with 220 GB. Check the exact storage selection and cost in the live build screen.

17

Which region should I choose?

Choose the closest available SensePC location to where you physically use the desktop. A closer region usually improves responsiveness because your keyboard, mouse, display stream, and file activity travel a shorter network path.

18

Should I choose Hourly, Daily, or Monthly?

Use Hourly for short sessions, experiments, classes, gaming bursts, or variable use. Use Daily when you need the PC for a full workday. Use Monthly when the cloud PC becomes a regular workspace or you expect frequent long sessions.

19

When should I upgrade from Standard to Pro or Ultra?

Upgrade to Pro when the PC feels constrained during multitasking, IDE work, creative apps, heavier browser sessions, or medium development workloads. Upgrade to Ultra when memory pressure, slow builds, large projects, bigger datasets, exports, or multiple tools running together become common.

20

Can I start small and change later?

Yes. The safest cost-control strategy is to start with the smallest configuration that fits the workload, then upgrade when there is a clear reason. This avoids paying for CPU, RAM, storage, or performance you may not need yet.

21

How does pricing on this guide stay current?

Prices on this guide are reference estimates. SensePC compute, plan, and SSD rates are dynamic and can change at any time. Any new rate takes effect immediately in SensePC billing for charges from that point forward. Check the Pricing page for published updates, which may not appear immediately. Review your live build quote and billing details for rates applied; completed charges are not recalculated. Confirm configuration availability in the live builder before purchase.