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Research directory

DeFi research workspace

Research protocol activity and model the mechanics of lending, liquidity and staking before comparing headline returns.

Tools and working views

78 related resources. Choose the measurement you need, then read the assumptions on its page.

Stablecoin Supply Comparison: USD Circulation and 7-Day Changes | BTCMoxCompare DefiLlama USD-pegged stablecoin circulation, daily, weekly and monthly changes. Filter by size and sort the reported supply figures or weekly changes.Open resource ↗Aave Health Factor CalculatorCalculate an Aave-style health factor from collateral, liquidation threshold, and debt. Explore how price changes affect a borrowing position in examples.Open resource ↗Collateral Liquidation Price CalculatorEstimate the collateral price at a health factor of one using units, debt, and liquidation threshold, with a worked example and model limitations.Open resource ↗Borrow Capacity CalculatorCalculate additional borrowing room from collateral value, loan-to-value limit, and existing debt. Keep borrowing capacity distinct from liquidation risk.Open resource ↗Repay to Target Health Factor CalculatorEstimate the debt repayment needed to reach a target health factor while collateral and its liquidation threshold stay fixed in your input scenario.Open resource ↗Collateral Top-Up CalculatorEstimate extra collateral value needed for a target health factor, accounting for existing adjusted collateral and the new asset liquidation threshold.Open resource ↗Recursive Leverage CalculatorModel repeated borrowing and redepositing with a fixed LTV, initial capital, and loop count. Compare gross collateral, total debt, and leverage locally.Open resource ↗Stablecoin Peg Stress CalculatorMeasure stablecoin value and profit or loss under a user-entered stressed peg. Compare the price move with your entry price using a fixed token balance.Open resource ↗Constant Product Swap CalculatorEstimate swap output from two pool reserves, input size, and a user-entered fee. Follow the constant-product formula with an explicit worked example.Open resource ↗AMM Price Impact CalculatorCompare average swap price with the starting reserve price, including your input fee. Inspect output, percentage impact, and post-trade reserve prices.Open resource ↗Liquidity Pool Share CalculatorCalculate your pool ownership percentage, underlying token claims, and estimated position value using LP supply, LP holdings, reserves, and token prices.Open resource ↗Reserve Price Divergence CalculatorCompare a pool reserve price with an external reference and calculate theoretical constant-product reserves at that price, excluding trading fees.Open resource ↗LP Fee Break-Even CalculatorEstimate daily LP fees, annual net fee return, and volume needed to cover annual costs using fixed volume, fee rate, ownership share, and capital.Open resource ↗Concentrated Liquidity Inventory CalculatorCalculate token A and B inventory for an idealized concentrated-liquidity position using liquidity, a price range, and normalized token prices.Open resource ↗LP Out-of-Range Stress CalculatorCompare a concentrated LP position at a stressed price with holding its initial token inventory. Model range boundaries, token amounts, and value gaps.Open resource ↗Staking Net Yield CalculatorEstimate simple annual staking rewards after validator commission and fixed yearly costs. Compare gross APR with net yield for your entered principal.Open resource ↗Validator Commission Cost CalculatorCompare annual reward deductions for two validator commission rates using the same principal and gross APR, with a clear equal-performance example.Open resource ↗Staking Withdrawal Queue Cost CalculatorEstimate simple opportunity cost while a fixed staking balance waits in a withdrawal queue, using queue days and an alternative annual return assumption.Open resource ↗Lending Utilization Rate CalculatorModel a lending pool utilization ratio and a two-slope interest curve using borrowed funds, available cash, rate inputs, a kink, and a reserve factor.Open resource ↗Borrow Rate Break-Even CalculatorFind the maximum simple annual borrowing rate that matches modeled yield after fixed costs, using principal, holding days, and a user-entered yield APR.Open resource ↗Reward Token Dilution CalculatorEstimate circulating supply growth and dilution of an unchanged token holding from daily emissions over a chosen period, without assuming token prices.Open resource ↗Vesting Circulating Supply CalculatorModel a cliff followed by linear token vesting and calculate scenario circulating supply from an initial baseline that excludes the locked allocation.Open resource ↗ERC-4626 Deposit Rounding ModelA vault share quote can look precise while an integer deposit loses a meaningful fraction of its expected shares.Open resource ↗ERC-4626 Withdrawal Rounding ModelRequesting an exact asset withdrawal answers a different rounding question from estimating shares for a deposit.Open resource ↗Vault Donation and Rounding SensitivityA donation changes a vault's assets without necessarily issuing new shares.Open resource ↗Multi-Collateral Health Stress MatrixA single weighted threshold can obscure how collateral assets react differently in a stress.Open resource ↗Borrowing Debt Compounding SensitivityDebt growth depends on both the quoted rate and how interest is accumulated.Open resource ↗Liquidation Close Factor and Seizure AccountingLiquidation accounting involves several separate limits: how much debt may be repaid, how much collateral can support the seizure, and how a bonus is divided.Open resource ↗Liquidation Execution Profit BudgetA liquidation bonus is a gross incentive, not a net result.Open resource ↗Weighted AMM Exact-Input Swap ModelWeighted pools use token weights as well as reserves when determining a swap quote.Open resource ↗Two-Hop AMM Route and Bottleneck ModelA route through two pools must pass the first pool's actual output into the second pool.Open resource ↗Weighted Pool Divergence and Fee OffsetA weighted liquidity position responds to a relative price change differently from simply holding its initial token quantities.Open resource ↗LST Exchange Rate and Market Discount AttributionA liquid staking token can change in value because the underlying asset moves, its conversion rate changes, or its market price diverges from the implied backing.Open resource ↗Stablecoin Redemption versus Market SaleA stablecoin's quoted redemption value, the net amount eventually received and the price available in an immediate market sale are separate quantities.Open resource ↗Protocol Treasury Price and Budget StressA protocol treasury containing its own or another volatile token can appear well funded while its spendable resources shrink under stress.Open resource ↗Protocol Revenue Multiple and Dilution ScenariosA revenue multiple is only meaningful when the revenue, capital structure and token supply refer to compatible economic claims.Open resource ↗Reward Vesting Present Value and HaircutA reward allocation that unlocks gradually is not economically identical to the same number of immediately transferable tokens.Open resource ↗Token Buyback, Burn and Ownership ModelA buyback and burn can increase the ownership fraction of an unchanged token balance, but that arithmetic does not determine a future token price.Open resource ↗Stablecoin Reserve Liquidity and Coverage StressReserve solvency under a valuation stress and the cash available for immediate redemptions are separate questions.Open resource ↗Oracle Deviation and Heartbeat InspectionA difference between an oracle observation and a market quote needs both a magnitude check and a time check.Open resource ↗Transaction Batch Gas Allocation and Break-EvenBatching can share fixed execution overhead across several operations, but savings depend on the actual incremental work inside the batch.Open resource ↗Single-Sided Constant-Product LP Zap SplitAdding only one asset to a two-token pool usually requires swapping part of the deposit first.Open resource ↗Option Delta-Gamma Price Shock CalculatorSeparate the first-order and second-order effects of an underlying-price shock on an option position.Open resource ↗DeFi Chain TVL Monitor: Compare Capital Across BlockchainsCompare chain TVL, market share and native symbols. Filter by chain name and minimum value, with source receipts and clear coverage limits.Open resource ↗DeFi Chain Market Share and TVL Concentration CalculatorInspect chain TVL shares, cumulative displayed share, HHI and effective equal-size chain count using the full returned chain universe.Open resource ↗Chain TVL Momentum: Compare 30, 90 and 365-Day ChangesMeasure a selected chain’s historical TVL change using actual observations, a disclosed baseline and maximum drawdown within the selected window.Open resource ↗DeFi Protocol TVL Screener by Chain and CategorySearch DeFi protocols by name, symbol, exact category and deployment chain. Compare current TVL with reported one-day and seven-day changes.Open resource ↗DeFi TVL Gainers: One-Day and Seven-Day Protocol ScreenerScreen positive protocol TVL changes over one or seven days with chain, search and minimum TVL controls. Inspect current and implied prior balances.Open resource ↗DeFi TVL Decliners: Track One-Day and Seven-Day ContractionsFilter negative DeFi protocol TVL changes by period, deployment chain and current size. Examine the implied prior value without assuming an exploit or outflow.Open resource ↗DeFi Category Concentration: Leader Share and TVL HHICompare summed category TVL, protocol count, leader share and within-category HHI after your filters. Understand overlap before interpreting capital totals.Open resource ↗Stablecoin Peg Exposure: USD Deviations and Peg-Type CountsInspect stablecoin peg types, provider prices and USD-only deviations from one dollar. Filter reported prices without adding incompatible currency supplies.Open resource ↗USD Stablecoin Supply Changes: Daily, Weekly and MonthlyTrack reported USD-pegged circulation against previous day, week or month snapshots. Sort percentage growth, declines or absolute supply movements.Open resource ↗Stablecoin Supply by Blockchain: USD Circulation and ShareExplore stablecoin circulation by chain using explicit provider USD-valued fields, with search, minimum value and a disclosed market-share denominator.Open resource ↗Stablecoin Collateral Types and Reported Backing MechanismsGroup stablecoins by reported peg mechanism. Compare asset counts and USD-pegged circulation while keeping non-USD supply units separate.Open resource ↗DEX Trading Volume Rankings: 24 Hours, 7 Days and 30 DaysRank reported DEX volume over 24-hour, seven-day or 30-day windows. Filter by deployment chain, name and minimum period volume.Open resource ↗DEX Volume by Chain: Compare Exchanges Within One NetworkCompare chain-specific DEX 24-hour volumes, shares and coverage. Select one supported chain, then narrow by name or minimum reported trading volume.Open resource ↗DEX Volume Momentum: Compare Consecutive Trading PeriodsCompare consecutive 24-hour, seven-day or 30-day DEX volume totals. Filter increases or decreases and inspect absolute differences alongside percentages.Open resource ↗DeFi Protocol Fee Rankings: Daily, Weekly and MonthlyRank protocol fees over 24 hours, seven days or 30 days with search, deployment-chain and minimum-value filters. Distinguish fees from retained revenue.Open resource ↗DeFi Revenue Capture: Compare Protocol Revenue With FeesJoin exact provider protocol IDs to compare reported 24-hour fees and revenue. Inspect retention ratios, source receipts and definition mismatches.Open resource ↗DeFi Fees-to-TVL Ratio: Daily Activity Relative to Locked ValueCalculate reported 24-hour fees divided by current TVL using exact protocol identities. Explore a descriptive activity ratio without treating it as APY.Open resource ↗DeFi Yield Pool Screener: Compare Base APY, Rewards and TVLFilter reported DeFi yield pools by TVL, APY and chain. Compare total yield estimates with available base and reward components and exact pool IDs.Open resource ↗Stablecoin Yield Pool Screener: Base Returns and IncentivesSearch provider-tagged stablecoin yield pools by chain, size and APY. Inspect exposure, base yield and rewards without assuming peg or principal safety.Open resource ↗Single-Asset DeFi Yield Pools: Search One Underlying TokenScreen yield pools that explicitly report single exposure and exactly one underlying token. Compare base APY, rewards, TVL and provider identifiers.Open resource ↗DeFi Yield Comparison: Current APY Versus 30-Day MeanScreen yield pools by the gap between current APY and provider-reported 30-day mean APY. Inspect base and reward components without forecasting returns.Open resource ↗DeFi Protocol TVL History: Changes, Observations and DrawdownLoad a protocol by exact provider slug and inspect historical TVL, observation-to-observation changes and maximum drawdown over a selected window.Open resource ↗DeFi Chain TVL History and Observed Maximum DrawdownInspect a blockchain’s historical DeFi TVL over 30, 90 or 365 days, including interval changes, observed-window performance and maximum drawdown.Open resource ↗Token Pool Liquidity Explorer: DEX Liquidity, Volume and TurnoverEnter a token contract and chain to inspect DexScreener pools, reported USD liquidity, 24-hour volume and descriptive turnover without implied price-impact quotes.Open resource ↗Stablecoin quote-asset risk in cross-exchange comparisons | BTCMoxUSDT, USDC and USD are different settlement assets. Matching the base token name is insufficient to make two prices directly comparable.Open resource ↗AMM price impact versus slippage tolerance | BTCMoxPrice impact is a consequence of trading against the current liquidity curve. Slippage tolerance is a limit supplied to a transaction; it does not remove expected impact.Open resource ↗How concentrated-liquidity inventory changes across a range | BTCMoxA concentrated-liquidity position changes its token mix as price moves through its selected range. Outside that range, the principal becomes one-sided under the simplified two-token model.Open resource ↗Bridge costs, finality and destination liquidity | BTCMoxA bridge fee is one part of the economic and operational comparison. The relevant destination asset, network cost, route liquidity and arrival conditions must also match.Open resource ↗Staking withdrawal queues and opportunity cost | BTCMoxA withdrawal delay changes when capital becomes available for another use. Opportunity cost depends on a chosen alternative and does not mean a guaranteed loss will be realized.Open resource ↗DeFi fees versus protocol revenue | BTCMoxUser-paid fees, supply-side distributions and protocol revenue are different accounting categories. A high activity fee total does not automatically accrue to a token holder.Open resource ↗Observed Crypto Liquidity HeatmapObserve the appearance and disappearance of displayed price buckets over successive snapshots. Select BTC, ETH, SOL, DOGE or another supported asset.Open resource ↗Crypto Liquidity Wall Persistence TrackerCompare unusually large displayed price buckets and how often they qualify during the session. Select BTC, ETH, SOL, DOGE or another supported asset.Open resource ↗Liquidity & AMM research | BTCMoxSeparate exchange resting orders, DEX activity and LP inventory. Use the relevant model for the execution mechanism you are studying.Open resource ↗Staking & yield economics | BTCMoxCompare the source of a reported yield, its token denomination and the costs of entering, holding and leaving the position.Open resource ↗Stablecoin research | BTCMoxInspect supply distribution, market-price deviations and concentration separately. Circulation figures are not proof of reserves or redemption access.Open resource ↗

A practical research sequence

Start with the question you need to answer: available liquidity, total cost, collateral sensitivity, protocol activity or portfolio exposure. Choose a tool whose input units and data source match that question. Capture the observation time and compare a baseline before changing assumptions.

Each working view links to its methodology and related tools. The public market pages load named providers automatically; local scenario and CSV tools calculate in the browser. Pausing public feeds freezes observations in the current tab, so recheck timestamps before using a retained result.

Interpretation and boundaries

Research protocol activity and model the mechanics of lending, liquidity and staking before comparing headline returns.

The catalogue includes distinct calculations and data views rather than a claim that every measurement is a trading signal. A computed ratio can be numerically correct while its assumptions no longer match the market. Use the source references, check missing fields and retain enough context to reproduce the result.