Pick the GPU that fits your workload — real prices, instant deploy
🎯 What are you doing today?
We'll filter the catalog to GPUs we recommend for your workload. Skip to see all.
🌐
Show all
🤖
Small LLM (7B–13B)
🧠
Large LLM (70B+)
🎨
Image Gen (SD, Flux)
🎬
3D / Video Render
💸
Cheap Linux Box
All VRAM
≤ 16 GB
16–48 GB
48 GB+
⏳
Loading GPUs...
Pick a GPU to continue
‹
Home›Deploy Virtual Machine
✓
Chosen GPU
✏️ Edit
📦
Instance Name
Give your virtual machine a memorable name
⚡
GPUs Per Virtual Machine
Multi-GPU is best for large model training. 1 GPU is fine for inference.
🚀
Choose a Template
One-click pre-configured environments. Verified templates are tested by DCS Network, beta templates use community Docker images.
●Verified = DCS Network official. Full SSH, Jupyter, web terminal.
•
●Beta = Community image. API-only (no SSH daemon). Use template's native interface.
Verified
🔥
PyTorch 2.4
PyTorch 2.4 + CUDA 12.4 on Ubuntu 22.04. Default for ML. Includes Jupyter on port 8888.
20 GB diskSSH + Jupyter
Latest
🆕
PyTorch 2.8
PyTorch 2.8 (latest) + CUDA 12.8 on Ubuntu 24.04. Newest features and optimizations.
30 GB diskSSH + Jupyter
Verified
🧩
ComfyUI
Node-based image/video generation. Pre-configured for Stable Diffusion workflows.
150 GB diskWebUI :8188
Verified
🐧
Ubuntu 22.04
Plain Ubuntu 22.04 LTS with NVIDIA drivers. Bring your own setup. SSH only.
10 GB diskSSH only
Verified
🆕
Ubuntu 24.04
Plain Ubuntu 24.04 (latest) with NVIDIA drivers. Newer kernel and packages.
10 GB diskSSH only
Verified
🤖
agent2go
AI agent framework. Pre-configured for autonomous agents with API access.
20 GB diskWebUI :8000
Beta
🦙
Ollama
Run LLMs locally. Pull and serve Llama 3, Mistral, Qwen, etc. Community image.
30 GB diskAPI :11434
Beta
🤗
HuggingFace
Transformers + PyTorch + GPU pre-loaded. Ready for model fine-tuning. Community image.
30 GB diskSSH + Jupyter
Beta
🐍
Jupyter Notebook
Standalone Jupyter + Python data science stack (NumPy, Pandas, SciPy). Community image.
20 GB diskJupyter :8888
Beta
🧠
vLLM
High-throughput LLM inference server. OpenAI-compatible API. Community image.
40 GB diskAPI :8000
💾
Storage
Configure disk size for your VM. Default is usually fine for most workloads.
Every byte you store is protected by blockchain-verified cryptographic proofs — not promises from a corporation.
01 / 03
⏱️
Proof-of-Spacetime
Verifies the entirety of a file is being stored, unaltered, over the agreed-upon duration. The network continuously re-verifies your data exists exactly as stored.
02 / 03
🔁
Proof-of-Replication
Verifies the agreed-upon number of unique physical copies of your data are being stored across geographically distributed nodes. Redundancy, guaranteed.
03 / 03
✅
Verifiable Action
The global blockchain network verifies all proofs and automatically takes corrective action when needed — no human intervention, no downtime, no single point of failure.
Why Decentralized
A superior network by design
Built on IPFS and secured by blockchain economics — decentralized storage removes every single point of failure, surveillance, and censorship.
🌍
Global Open-Source Storage
Combines with IPFS, a peer-to-peer distributed network protocol, to make a more efficient and secure web free from corporate control. Built and owned by everyone.
💰
Hypercompetitive Pricing
Anyone can become a storage provider and compete for your business. Staggering economies of scale drive prices down to their natural floor — not a corporate pricing ceiling.
🔐
Provable Security
Content addressing and cryptographic storage proofs verify data is being stored correctly and securely over time. No trust required — only math.
⚙️
Customizable Strategy
Tune redundancy, retrieval speed, and cost to suit your exact needs. A rapidly growing ecosystem of tools, libraries, integrations, and providers.
What You Can Store
Everything, everywhere, always
From personal photos to genomic research datasets, from dApp websites to enterprise contract data — if it can be digitized, it can be stored on DCS's decentralized network with full cryptographic protection.
📁
Personal Files
📱
App Data
🏢
Company Files
📊
Public Datasets
🔒
Private Data
🌐
Websites
🎬
Video Content
🧬
Research Data
🎙️
Podcast Data
📹
Security Archives
📄
Contract Data
🖼️
NFT Metadata
Public Good Infrastructure
Preserving humanity's most critical datasets
The decentralized network is sponsoring data backup and distribution for archivists, scientists, and open-knowledge projects. A robust foundation for humanity's information.
Encyclopedia
📚
Wikipedia
Over 20 billion page views per month. A full copy of Wikipedia's database — multilingual, free-content, and censorship-resistant — is preserved on-chain.
Geospatial
🗺️
OpenStreetMap
The world's roads, trails, cafés, and railway stations — built by contributors from humanitarian mappers to GIS professionals. Full OSM dataset, preserved.
Genomics
🧬
gnomAD
71,702 genomes from unrelated individuals — the Genome Aggregation Database harmonizes exome and genome sequencing data for the broader scientific community.
Literature
📖
Project Gutenberg
60,000+ free eBooks — the world's oldest digital library. Thousands of volunteers digitize and proofread texts, adding ~50 new books per week.
Environment
🌬️
OpenAQ
The world's first open, real-time and historical air quality platform — government-measured and research-grade data, accessible to all in support of clean air for everyone.
Early Access
Be first to store on DCS Decentralized Storage
On-chain encrypted storage with zero-knowledge proofs. No breaches, no censorship, no downtime — fully distributed across the DCS network.
No spam. Unsubscribe anytime.
📊 Site Analytics
Visitor traffic across all your DCS websites. Powered by PostHog.
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Page Views
—
Unique Visitors
—
Sessions
—
Avg Duration
Daily Visitors
🔥 Top Pages
🌍 Top Countries
🔗 Traffic Sources
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⏳ Loading visitor data...
No visitor data yet — share your site URL to start tracking
Full record of deposits and usage charges on your account.
Date
Type
Project / build
Description
Amount
No transactions yet
👥 Team
Shared workspace for collaborative GPU deploys
⏳
Loading team info...
👥
You're not in a team yet
Create a team to collaborate with others. Invite teammates, share a balance, and deploy GPUs together. You can also accept an invitation if someone sent you one.
T
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Team Balance
$0.00
📧 Invite a member
They'll receive an email with a link to join your team.
👥 Members
0 members
Member
Email
Role
Joined
Actions
⏳ Pending Invitations
Email
Sent
Expires
Create a Team
Name your team. You'll become the owner and can invite members after creation.
⚙️ Settings
Account, security & preferences
Profile
Security
Notifications
Appearance
Agent Memory
Profile
Update your public profile info
Danger Zone
Irreversible account actions
Sign Out
Sign out of DCS Network
Delete Account
Permanently delete account and data
Change Password
Update your account password. You'll stay signed in.
Note: Only applies to email/password accounts. If you signed in with Google or GitHub, change your password there.
Security
Protect your account
Two-Factor Auth
Add extra sign-in security
Login Alerts
Email on new sign-in
Active Sessions
1 device signed in
Notifications
Choose what to be notified about
Instance Events
Start / stop / error alerts
Billing Alerts
Charges and low balance
Platform Updates
New features and releases
Appearance
Customize your experience
Animations
Interface transitions
Compact Mode
Denser layout
Agent Memory
What your agents remember about you. Memories fade after 14 days and auto-delete after 30.
User Preferences
Loading memories...
Memory Decay: Memories begin fading after 14 days and are automatically deleted after 30 days. User preferences never expire.
⚡
Build a full website instead
87 industries · up to 60 agents · real business data · $19–$149
NEW→
🚀 LANDING PAGE · ~30s build · static site
Ship a landing page in 30 seconds
Coming-soon pages, portfolios, product teasers, event countdowns. No backend, no database, no delay — just a live URL in under a minute.
87 industries · up to 60 agents · real business data · $19–$149
NEW→
🏗️ SAAS · ~5min build · full stack + billing
Ship a SaaS in 5 minutes
Multi-tenant orgs, auth with verification, Stripe subscriptions, real-time collaboration, admin panel, i18n, full accessibility. Production-grade from build zero.
⚡ Industry
What do you want to build?
Repository visibility
Tier: Full Stack SaaS · ~40 agents · end-to-end production app
Try one of these
📋
TaskFlow Pro
Kanban · Stripe · Realtime · i18n
💬
Team chat app
Channels · DMs · threads · search
📦
Inventory SaaS
Multi-location · barcode · reports
🤝
Mini CRM
Deals · pipeline · follow-ups
What's included
✓ Multi-tenant auth + orgs
✓ Stripe subscriptions + trials
✓ Real-time via Supabase
✓ Email (Resend) + notifications
✓ Admin panel + audit log
✓ i18n (EN/ES/FR/DE)
✓ WCAG AA accessibility
✓ PWA + mobile responsive
✓ Analytics (PostHog)
✓ Error tracking (Sentry)
✓ Auto-deploy Vercel + GitHub
✓ SEO + sitemap + schema.org
87 industries. One prompt. Live website.
Pick from 87 industries. Tick your pages. Get a complete business website — up to 50 pages, fully built and live. One price. No credits. No regenerations.
1 · Industry
→
2 · Pages
→
3 · Info
→
4 · Content
87 industries — pick yours
No creditsOne price, one site, done.
Price upfrontYou see it before you commit.
Refund guaranteeIf it doesn't match, full refund.
🤖 Pipeline agents12 auto
Tell us your location, what you offer, and what makes you special
📋Business InfoThe more you fill, the more accurate your site
⚡ Optional Add-ons
✨ Add your real content
The more you fill in, the more accurate your site. Our agents will write your real services, prices and testimonials — not placeholders.
🛎️ Services / Products
Add 3–8 services or products with real prices. Agents will use these exactly.
⭐ Testimonials
Add 2–5 real customer reviews. Agents will quote them word for word.
❓ FAQ
Add 3–6 common questions your customers ask.
🖼️ Gallery Images
Paste image URLs (from Google Drive, Unsplash, your server etc.)
👥 Team Members (optional)
Name, role, and photo URL for each team member.
🧠 Agent Memory
What your agents remember about you across builds
Memories
Each agent remembers your patterns and preferences. Memories fade after 14 days and auto-delete after 30. User preferences never expire.
User Preferences
Memory Decay: Memories begin fading after 14 days and are automatically deleted after 30 days. User preferences never expire.
🤖 Agent Catalog
Browse and manage your AI agents across all industries.
Specialist AI agents for building real products. System agents are free to use on the cloud. Custom agents are yours.
🔁 Sessions
Your active multi-agent projects. Each session is a persistent blackboard where specialist agents coordinate.
Loading templates…
📝 Blackboard
Files
No files yet
Select a session from the Sessions page, or create a new one.
›
›
PIPELINE
COST
VERSIONS
Idle
Pipeline
No session loaded
Progress
0Agents
Agent runs completed
Time
—
Total time
Versions
Inference
Cloud
Anthropic Claude
Builds This Month
—remaining
FREE TIER
⚡ GPU Pod Active
GPU
Allocating…
POD ID
—
⚠ Billing is running — stop when done!
Auto-terminates 10 min after pipeline completes
🔗 Share App
dcsai.ai
Publish your app to a permanent URL. Shareable with anyone.
Evolve this app — add features, fix things, or change the design.
‹
Preview
🔀 Diff — Gen A vs Gen B
Gen A
Gen B
New Session
💡 FILL IN NAME + PROMPT FIRST — then launch GPU. Pipeline will auto-start when pod is ready.
The PM Agent will analyze this and delegate to specialist agents.
⚡ DCS Agentic AI HybridCore — Multi-provider AI stack. Cerebras → Together → Gemini → DeepSeek. World's fastest inference, zero single point of failure.
🦙 Ollama
7B · Any GPU ≥16GB · Cheaper
qwen2.5-coder:7b
⚡ vLLM
32B · RTX 4090+ · Better quality
qwen2.5-coder:32b
Ollama: https://pod-id-11434.proxy.runpod.net
Click a model above or type a custom model name.
Pipeline halts between agents if total cost reaches this cap. Typical cloud runs (5 agents) cost ~$0.25–0.40. Default $2 gives comfortable headroom. Pod mode is always $0 — you pay GPU time separately.
Overall score
0%
0 of 24 passed
Steps
🎯 Site to checkPick a site or paste a URL to enable the audits
✓ 0 passed✗ 24 remaining◦ 24 unchecked
🔍 Run Automated Checks
Open each tool below, run the check, then mark it done. Target scores shown.
📋 Readability
⚡ Performance
🔒 Security
📐 Best Practices
📊 Self-Review Scorecard
Answer each question honestly. All 5 must be Yes before shipping.
Question
Target
Done?
Can a new developer understand this in 5 mins?
Yes
Does the page load under 2.5 seconds?
Yes
Can I navigate with keyboard only?
Yes
Does it match the DCS Design System?
Yes
Are there any obvious security vulnerabilities?
No
⚡
DORA = The 4 Key DevOps Research Metrics
Used by elite engineering teams at Google, Netflix, Amazon. Measures how fast and stable your software delivery is. Track these weekly as a solo founder.
🚀
Deployment Frequency
How often you ship to production
🏆 EliteMultiple/day
✓ HighDaily to weekly
⚠ MediumWeekly to monthly
✗ Low< once/month
⏱️
Lead Time for Changes
Commit → Railway deploy live
🏆 Elite< 1 hour
✓ High1 hour – 1 day
⚠ Medium1 day – 1 week
✗ Low> 1 week
💥
Change Failure Rate
% of deploys that caused a bug/outage
🏆 Elite< 5%
✓ High5–10%
⚠ Medium10–15%
✗ Low> 15%
🔧
Mean Time to Recovery
Avg time to fix a failed deploy
🏆 Elite< 1 hour
✓ High1–24 hours
⚠ Medium1–7 days
✗ Low> 1 week
🏆 Your DORA Score
📊
Overall Code Quality Score
Run SonarQube or CodeClimate on your repo, then paste the values below. DCS calculates your score out of 100 and tells you exactly what to fix.
🧠
Complexity
Cyclomatic + Cognitive
1–10 = good · 11–20 = ok · 21+ = refactor
0–15 = easy · 16–30 = ok · 31+ = simplify
🔧
Maintainability Index
How easy is the code to maintain (0–100)
85–100 = excellent · 65–84 = good · <65 = needs work
85–100Excellent
65–84Good
< 65Needs attention
📋
Code Duplication
% of copy-pasted code in repo
<3% = excellent · 3–5% = ok · >5% = refactor
Run: npx jscpd src/ --min-lines 5
💳
Technical Debt
Estimated hours to fix all shortcuts
<10% of total dev time = good target
Overall Code Quality Score
🎯 Actionable Fix Recommendations
Fix these issues in priority order to improve your score: