pickitbox
Discuss a project
Simulation for crypto teams. Explore what could happen before you move capital, change rewards, or launch a campaign.
Can your vault meet withdrawals when conditions change?
Test large withdrawals, delayed repayments, and different allocations against your vault’s rules.
A comparison of withdrawal capacity, liquidity shortfalls, and the cost of holding a larger reserve.
Which rewards could bring value that lasts?
Compare reward budgets and allocations. Explore how users might respond when rewards change or stop.
A comparison of reward costs and expected responses, with a plan to validate results in a live test.
How could someone exploit your campaign rules?
Test ways to earn rewards without the intended activity. Check the effect of fees, capital limits, and proposed fixes.
Repeatable abuse cases, their conditions, and rule changes to test before launch.
Each project starts with a specific question and ends with evidence you can review.
Agree on the options, available data, and a measurable result. Set the project scope and fee before work starts.
Use mathematical rules and participant models where needed. Make each assumption and constraint visible.
Review results, limits, and sensitivity. Compare with historical outcomes where data permits, then agree on the next test.
Clear assumptions. Traceable calculations. Results depend on the data and scenarios tested.
Public blockchain data can support an initial scope. Some questions need internal records or campaign results. We agree on data access before work starts. Please do not include confidential data in the contact form.
No. Our analysis compares decisions under stated assumptions. It does not guarantee market outcomes, returns, or savings. Behaviour estimates need validation against observed results.
No. We provide analysis services. We do not need wallet keys or permission to move funds. You control any live changes.
Tell us what you want to test. We will start with the question and the available data.