Market Overview
Rent Clore Spot ($0.14) → List Vast.ai ($0.35)
GPU instances indexed in real-time
Estimated net yield after platform commissions
Arbitrage Yield Matrix
Real-time cross-referencing between cheap suppliers and listing clouds. Click table headers to sort by margin, ROI, and profit.
| GPU Model | Rent From | List On | Rent Cost | List Rate | Vast.ai Avg | RunPod Sec. | Gross Margin | ROI % | Est. Monthly Profit | Action |
|---|---|---|---|---|---|---|---|---|---|---|
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Arbitrage Model Parameters
Adjust sliding cost scales and utilization to simulate net revenues.
12-Month Cumulative Cash Projections
Accumulated cash reserve factoring compounding rental expenses and revenues.
RTX 4090 Historical Price Trends
Local database timeline recording buy-side rent cost vs. sell-side averages.
Is this model actually viable? (Yes, under a VM-to-Vast.ai Architecture)
The Verdict: Simple GPU rental arbitrage is completely viable only if you avoid docker-on-docker nesting limits. The most optimal, repeatable path is to rent a Dedicated KVM VM (such as from TensorDock) where you have full root kernel access, high bandwidth, and a public IPv4 with port forwarding. Installing the Vast.ai host daemon inside this dedicated VM allows you to instantly list the GPU on Vast.ai for a premium. Avoid renting from peer-to-peer Docker hosts (like standard Clore.ai rentals) to run hosting daemons, as standard containers block docker-in-docker setups.
GPU Model Viability Matrix
Ranking of GPU hardware for arbitrage based on demand and margins.
Provider Platform Analysis
Fees, requirements, and technical characteristics of the major aggregators.
Step-by-Step Arbitrage Launch Checklist
Operational checklist to deploy, list, and maintain your first arbitrage node.
Aquire Source Hardware (The Rent Phase)
Navigate to TensorDock or Lambda Labs. Select a virtual machine instance with 1x or 2x RTX 4090 GPUs. Ensure you check the "External IPv4" option and choose a template running Ubuntu Server 22.04 LTS or 24.04 LTS. Select standard storage (100GB+ high-speed NVMe recommended).
Establish Network Port Ranges
To host on Vast.ai, the daemon needs incoming connections routed to the Docker containers. Log in to your VM host manager and navigate to Security Groups / Firewall settings. Open a range of 100 ports per GPU (for instance, TCP ports 32000 to 32100) and map them directly. Ensure these port bindings are open for any source IP address.
Install the Vast.ai Hosting Daemon
SSH into your rented VM using your key. Update the server and run the official Vast setup utility:
curl -s https://raw.githubusercontent.com/vast-ai/hosting/main/install.sh | bash.
This script automatically installs standard Docker, configure Nvidia docker dependencies (`nvidia-container-toolkit`), and connects back to your Vast.ai Host dashboard using your unique token.
Tune Offer Pricing & Maximize Uptime
Go to your Vast.ai host dashboard. Locate your newly connected machine. Click Settings, toggle pricing to "On-Demand" (do not use interruptible/bid model, as your VM host expenses are fixed). Set your target price per hour. Monitor your Uptime & Reliability Score; maintaining a score >99% keeps your listing visible at the top of the unverified or verified search lists.
Operational Risks & Crucial Safeguards
Major pitfalls in the arbitrage loop and guidelines to safeguard your margins.
⚠️ Hidden Bandwidth Egress Costs
If your rental VM provider charges you for bandwidth egress (data sent from your VM to clients) and a client runs a massive dataset training run (transferring terabytes of data), your bandwidth bill will exceed your GPU margin.
Safeguard: Only rent VM sources with unlimited/flat-rate bandwidth or extremely cheap egress (capped at <$0.005/GB), or configure Vast's bandwidth surcharge pricing to automatically charge renters for egress.
⚠️ Client Interruption or Idle Time
If you rent a source VM on-demand for $0.22/hour, you are billed 24/7. If you only manage to list it on Vast.ai with a 40% utilization rate, you will suffer a net loss despite a high nominal profit margin.
Safeguard: Start with just **1 or 2 GPUs** to verify your local settings, ensure fast setup, and list at competitive on-demand prices to build host history/reviews. Expand only once utilization averages >75%.
⚠️ Double Platform Fees
If both platforms charge heavy host commissions, they will compress your spreads.
Safeguard: Use this dashboard to model exact commissions. Use P2P marketplaces like Clore.ai as your supplier, and stake CLORE tokens to reduce Clore's commission fees to as low as 1.8%, while listing on Vast.ai.
Dynamic Arbitrage Signal Desk
This panel cross-references live hosting prices with the cheapest secure virtual machine sources to determine exact buy (rent) and sell (list) actions. Signals are updated in real-time as prices fluctuate.
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