Rewards & Incentives

Overview of reward mechanisms, bonding, staking, and how participants earn based on performance and contribution.

DeepNode is built to reward real contribution. Whether you are running infrastructure, validating quality, creating models, or backing innovation, the system ensures that value flows fairly to where work is done and results are delivered.

Rewards are driven by actual usage, not speculation.

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Core Earning Roles

DeepNode supports several active and passive earning roles:

Role	How They Earn
Miners (Node Operators)	Earn $DN by processing user requests, hosting validated models, and maintaining uptime.
Model Creators	Earn usage-based rewards when users run their models. High-performance and trusted models earn more.
Validators	Paid in $DN for completing validation tasks and aligning with consensus. Higher reputation = more task assignments.
Stakers	Delegate $DN to Miners or Validators and earn a share of their rewards.
Backers	Bond to models early and earn a share of future usage revenue.

Each reward stream is automated via smart contracts and transparently trackable.

All rewards originate one of two sources:

1. Protocol Emissions

   A fixed portion of $DN is released over time and distributed to active participants (Miners, Validators, Stakers, etc.) through incentive pools.

2. Model Usage Fees

   Every time a user runs a model, a small fee (paid in $DN) is distributed among:

   • The Node hosting the model

   • The Model Creator

   • The Model’s Backers (if bonded)

   • The Protocol Treasury (small %)