# ParalonCloud > ParalonCloud is a decentralized AI compute network (DePIN). Rent on-demand NVIDIA GPUs by the minute, run LLM inference through an OpenAI-compatible API, or monetize an idle GPU by sharing it and earning real USDC. Instead of one company owning the hardware, independent providers worldwide share their GPUs — and that pooled compute powers everything from a one-line model API to full GPU rentals. ## Summary ParalonCloud has three sides that run on one network: 1. Rent GPUs — spin up an NVIDIA GPU in your browser in under a minute, billed per minute. 2. Inference API — call open LLMs through an OpenAI-compatible API; free right now during the early network phase. 3. Provide compute — turn an idle GPU into income, earning real USDC every minute it's rented, plus points in an incentivized testnet. ## Platform URL https://paraloncloud.com ## What is a decentralized GPU network (DePIN)? DePIN (Decentralized Physical Infrastructure Network) is a model where individuals contribute physical hardware to a shared network. On ParalonCloud, GPU owners around the world plug in their machines and earn when their compute is used, while developers rent that compute on demand — no centralized cloud, no long-term contracts, pay only for what you use. ## Monetize Your GPU — Make Money With an Idle GPU Have an idle or underused GPU? Put it to work on ParalonCloud and earn. This is one of the simplest ways to monetize a gaming or workstation GPU, or a fleet of data-center cards. How you earn: - Real USDC from rentals. When someone rents your node, you earn real USDC — credited to your balance every minute the node is rented (per-minute billing), so you start earning from the first minute. Providers keep 80% of the rental (80/20 split: 80% provider, 20% platform fee). - Instant, on-platform earnings. Earnings accrue in real time as your node is rented — you watch the balance grow live in your dashboard, no invoicing or waiting to see what you made. - Withdraw to your wallet. Cash out in USDC on Solana to a Phantom or Solflare wallet. No withdrawal fees. Or convert earnings into platform credits at 1 USDC = 1 credit to spend on your own rentals or inference. - Incentivized testnet (Season 0). Separately, you earn points just for keeping your node online and verified — no rental required. Points = VRAM × time (1 GB of VRAM = 1 point per minute; multiple GPUs stack). Points rank you on the public leaderboard during Season 0, the program that rewards early providers. Getting started as a provider: - Requirements: an NVIDIA GPU (RTX 3090/4090/5090 through A100/H100/H200), up-to-date NVIDIA drivers, Docker, and the NVIDIA Container Toolkit. Linux or Windows (WSL2). - Connect with one command: run a single Docker command on your machine. The agent connects out through a secure tunnel — no port forwarding and no public IP required. - You stay in control: accept rentals when you want, stop hosting anytime. Keywords: monetize GPU, make money with GPU, earn USDC with GPU, idle GPU income, rent out your GPU, GPU passive income, sell GPU compute, DePIN rewards, GPU mining alternative. ## Rent GPUs — On-Demand NVIDIA Compute for AI & Developers Need a GPU now? Rent on-demand NVIDIA GPUs on ParalonCloud and get a full environment in your browser in under a minute. Built for AI engineers, ML researchers, and developers who need GPU power without buying hardware or signing a cloud contract. - Billed per minute. Pay as you go, billed per minute (rates shown per hour). A short 1-hour balance is required up front to open a session; you're only charged for the minutes you actually use. Stop anytime. - Full Jupyter Lab in the browser. Every rental gives you a Jupyter Lab environment — Python, a terminal, a file browser, and `nvidia-smi`. `pip install`, run training, fine-tune, serve a model. - Real NVIDIA hardware. From consumer RTX 4090s to data-center A100/H100/H200. - Isolated and secure. Each rental runs in its own container, reachable through a secure tunnel. Great for: AI model training, LLM fine-tuning, machine-learning inference, image/video generation (Stable Diffusion, etc.), running notebooks, deep-learning experiments, and any general GPU workload — without owning the hardware. Keywords: rent GPU, rent a GPU online, on-demand GPU, cloud GPU, GPU for AI, GPU for machine learning, rent NVIDIA GPU, RTX 4090 rental, A100 rental, H100 rental, GPU cloud for developers, cheap GPU rental, Jupyter GPU. ## Inference API — OpenAI-Compatible LLM Inference Run open large language models over HTTP — no GPU to provision, no model to download. The API is OpenAI-compatible, so any tool or SDK that speaks the OpenAI API works by changing two lines: the base URL and the key. Requests are served on distributed GPU nodes across the network. - Free right now. While the network is in its early phase, inference requests cost 0 credits — build and experiment without metering. Token usage is already reported on every response (`prompt_tokens`, `completion_tokens`, `total_tokens`) for when usage-based billing is enabled later. - Drop-in OpenAI SDK replacement. Point the official OpenAI SDK at ParalonCloud. - Streaming and non-streaming. Set `stream: true` for token-by-token responses. - Try without code. Use the Playground to chat with models in your browser, or the Console to create keys and track usage. Base URL: https://paraloncloud.com/v1 Endpoints: - GET /v1/models — list available models (read this for the live catalog; available models change as provider nodes come online) - POST /v1/chat/completions — chat completion (OpenAI compatible) Python example: ```python from openai import OpenAI client = OpenAI( api_key="prlc_your_key_here", base_url="https://paraloncloud.com/v1", ) response = client.chat.completions.create( model="qwen3-8b", messages=[{"role": "user", "content": "Hello!"}], ) print(response.choices[0].message.content) ``` cURL example: ```bash curl https://paraloncloud.com/v1/chat/completions \ -H "Authorization: Bearer prlc_your_key_here" \ -H "Content-Type: application/json" \ -d '{ "model": "qwen3-8b", "messages": [{"role": "user", "content": "Hello!"}] }' ``` Authentication: API keys start with the `prlc_` prefix; create them in the Console and send them as a Bearer token in the Authorization header. Models: ParalonCloud serves open LLMs (such as Qwen). Because the network is powered by independent nodes, the exact catalog changes over time — always query GET /v1/models for the current list rather than hard-coding it. Great for: RAG (retrieval-augmented generation), AI agents, chatbots and conversational AI, semantic search and embeddings, summarization, classification, and any LLM-backed app. Keywords: inference API, OpenAI-compatible API, serverless LLM inference, LLM API, open model API, free LLM API, decentralized inference, RAG API, AI agent API. ## Credits, Billing & Payments - One credit balance. The same balance pays for everything on the network — GPU rentals and (later) inference. - Top up with crypto. Add credits with USDC or USDT on Ethereum or Solana by connecting your wallet. Minimum top-up is $1, credits are added instantly, and they never expire. - Rentals: billed per minute, pay only for what you use. - Inference: free during the early network phase; usage is metered in tokens for the future. - Provider payouts: real USDC on Solana, withdrawn to a linked wallet (no fees), or converted to credits at 1 USDC = 1 credit. ## Referral Program — Earn Up to 30% Invite anyone to ParalonCloud and earn a share of the platform fee on the rentals they take part in, automatically, for 12 months. - Earn 15% of the platform fee from every rental your referee participates in. - It works whichever side they join — whether the person you invite comes to rent GPUs or to provide them. - Both sides stack: a rental has two parties (renter and provider). If both are your referees, you earn 15% from each side — up to 30% of that rental's platform fee. - Lasts 12 months from when the referee applies your code. No cap on referrals; referees pay nothing extra. - Get your code and invite link in Settings. Keywords: referral program, earn referral rewards, invite and earn crypto, GPU referral. ## Blender Cloud Render (Paralon Render) - GPU-accelerated Blender rendering — upload .blend files, render in the cloud. - Cycles and Eevee engines, resolutions up to 4K and beyond, animation batch rendering. - NVIDIA RTX acceleration; output PNG, JPEG, OpenEXR, MP4; Blender 4.5 support. - Free during beta. URL: https://render.paraloncloud.com ## Use Cases - AI model training and LLM fine-tuning - Machine-learning inference and serving - RAG systems, AI agents, and chatbots - Image and video generation (Stable Diffusion, etc.) - Semantic search and embeddings - Scientific and high-performance computing - Blender 3D rendering, animation, architectural visualization, VFX - Monetizing idle GPUs for USDC income ## Accounts & Sign-In - Sign in with Google or a one-time email code (passwordless OTP) — no password required. - Set a public display name for the leaderboard and connect Discord in Settings. ## Documentation Full documentation lives at https://paraloncloud.com/docs - /docs — Introduction: rent GPUs, run inference, or provide compute - /docs/inference-api — Inference API overview (OpenAI-compatible) - /docs/inference-api/authentication — Create API keys and authenticate - /docs/inference-api/chat-completions — Chat completions, parameters, streaming - /docs/inference-api/models — List and choose models - /docs/rent-a-gpu — How to rent a GPU, step by step - /docs/prerequisites — Provider hardware/software requirements - /docs/add-a-node — Connect your GPU with one Docker command - /docs/rewards — Provider rewards: USDC earnings + incentivized testnet points - /docs/payouts — Withdraw USDC to a Solana wallet, or convert to credits - /docs/account-profile — Display name (leaderboard) and Discord - /docs/referrals — Referral program: earn up to 30% - /docs/billing — Credits, top-up, and billing ## Key Pages GPU & Compute: - /rent — Browse and rent available NVIDIA GPUs - /pricing — GPU rental pricing - /dashboard — Manage your nodes and sessions, provide compute - /rentals — Your active rentals - /add-credits — Top up credits with crypto (USDC/USDT) - /payouts — Provider withdrawals and earnings conversion AI & Inference (the inference site is https://ai.paraloncloud.com; the API endpoint is https://paraloncloud.com/v1): - https://ai.paraloncloud.com — AI inference product site - https://ai.paraloncloud.com/console — API console: create/manage API keys, view usage - https://ai.paraloncloud.com/playground — Interactive chat to test models, no code Community & Network: - /leaderboard — Top providers ranking (incentivized testnet) - /network — Live map of global nodes - /terms — Terms of Service and Acceptable Use ## Technology - Decentralized provider network with real-time node monitoring - Secure container isolation per rental - Outbound secure tunnels — no port forwarding or public IP needed for providers - WebSocket connections for live updates - Passwordless email OTP and Google sign-in ## Links - Website: https://paraloncloud.com - Documentation: https://paraloncloud.com/docs - Rent GPUs: https://paraloncloud.com/rent - GPU Pricing: https://paraloncloud.com/pricing - Provide Compute / Dashboard: https://paraloncloud.com/dashboard - AI Inference Site: https://ai.paraloncloud.com - AI Inference API endpoint: https://paraloncloud.com/v1 - AI Console: https://ai.paraloncloud.com/console - AI Playground: https://ai.paraloncloud.com/playground - Leaderboard: https://paraloncloud.com/leaderboard - Network Map: https://paraloncloud.com/network - Blender Render: https://render.paraloncloud.com - Discord: https://discord.gg/VHn9KevdTK