Token Supply and Emissions Modeling

We design vesting and cliff structures that align team incentives, prevent supply shocks, and build long-term investor confidence. Avoid the pitfalls of poor unlock planning.

Model and schedule token emissions for liquidity mining, staking rewards, and ecosystem grants to ensure sustainable growth without hyperinflation.

Quantify the impact of mint/burn mechanics, staking yields, and treasury management on your token's circulating supply and purchasing power over time.

Structure your token release schedules and treasury management to align with evolving regulatory frameworks for securities and tax reporting obligations.

Provide transparent, data-backed supply projections to your community and investors, demonstrating responsible long-term stewardship of the token economy.

Model treasury runway, diversification strategies, and controlled sell-side pressure to fund operations without destabilizing your token's market price.

Stress-test your token model against 50+ market variables including price volatility, adoption curves, and competitor actions. We identify critical failure points and optimal emission schedules before launch.

Simulate real-world holder behavior—from whales to retail—using agent-based modeling. Predict sell pressure, staking participation, and governance voting patterns under different market conditions.

Model emissions and vesting schedules with regulatory frameworks (MiCA, SEC guidance) and tax implications in mind. Design for compliance from day one to prevent future liabilities.

Move beyond linear projections. Use Monte Carlo simulations to generate thousands of potential future states, providing a probability distribution for key metrics like treasury runway and token velocity.

Your model is a living document. We provide tools and dashboards for post-launch monitoring, comparing projections to reality, and recommending iterative adjustments to stay on track.

Model staking rewards, validator incentives, and gas fee distributions for PoS Ethereum, Arbitrum, Optimism, and Base. We account for EIP-1559 burn mechanics and L2 sequencing revenue.

High-frequency modeling for Solana's inflationary schedule, validator stake rewards, and transaction fee economics. We handle the unique challenges of its delegated PoS and high TPS environment.

End-to-end modeling of interchain security, liquid staking derivatives (like stATOM), and cross-chain incentive flows across the IBC ecosystem, including Osmosis and Celestia.

Custom supply and emissions modeling for private and public Avalanche Subnets. We design token flows for validator/delegator rewards and subnet-specific gas token economics.

Model MATIC → POL migration, CDK chain validator economics, and shared security pools. We provide forecasts for both the mainnet and its expanding L2 ecosystem.

Specialized modeling for liquid staking tokens (Lido, Rocket Pool), DEX emissions (Uniswap, Curve), and lending protocol incentives (Aave, Compound). We simulate yield and inflation dynamics.