Your AI infrastructure bills aren't telling the whole story. Today, io.net makes cloud compute costs traceable and auditable with the launch of Total Network Earnings (TNE), providing complete visibility into your infrastructure spending and performance.
Most cloud infrastructure providers operate with delayed or bundled billing. You receive monthly bills with little insight into real-time usage, network health, or cost breakdowns. For AI teams managing tight budgets and aggressive deadlines, this lack of visibility creates unnecessary risk and budget uncertainty.
Enterprise teams need the same level of transparency from their infrastructure that they demand from their code.
How TNE Changes On-Demand Compute
TNE provides real-time tracking of every transaction and performance metric across io.net's global GPU network. Teams gain immediate access to cost analytics, usage patterns, and network performance data without waiting for periodic reports. It’s spend visibility built directly into your infrastructure.
Key benefits of TNE for enterprises include:
- Automated payment protection that holds funds until services are delivered
- Live performance metrics across 130+ countries
- Zero surprise charges or hidden fees
Built for Modern AI Development
When you're scaling model training or deploying inference workloads, infrastructure transparency isn't a nice-to-have - it's essential for operational efficiency. TNE gives technical teams the visibility enterprise organizations demand while maintaining the cost advantages startups need.

With up to 70% savings compared to traditional cloud providers and zero vendor lock-in, io.net combines transparency with the flexibility modern AI teams require. io.net has purchased $IO tokens to backdate all historical revenue on running active clusters on-chain. These transactions are visible on io.explorer, on the TNE page. Full transparency from day one.
TNE sets a new standard for infrastructure transparency. It is real-time, verifiable, and developer-aligned. This is how usage-based compute should work in an AI-first world. Experience complete infrastructure transparency at io.net.
Read more about TNE on chain in our technical documentation here