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Onchain Economics

Protocol Economics··1 min read

How to read a DeFi income statement

Apply GAAP-like income statement principles to protocol economics: map fees, revenue, and profit for any DeFi protocol.

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Protocols are businesses. Tokens are not financial statements. If you want clarity, build an income statement from onchain reality: retained revenue, cost of funds, incentives, net.

Key takeaways

  • DeFi protocols can be analyzed using GAAP-like income statement structures adapted for onchain economics
  • The template flows from gross fees to cost of funds to retained revenue to incentives to net stakeholder value
  • Different protocol types (DEX, lending, perps, LST, L2) require model-specific adaptations
  • The framework cannot capture offchain costs, governance overhead, or hidden subsidies without additional data
  • Income statement analysis enables sustainability screening, comparable valuation, and sensitivity testing

Map TradFi Terms to Onchain Reality

Traditional income statements start with revenue. They subtract cost of goods sold to get gross profit. They subtract operating expenses to get net income. This structure works for protocols with minor adaptations.

The challenge is mapping onchain data to these concepts consistently. DefiLlama provides standardized data definitions that help distinguish fees from revenue, clarify what counts as protocol retention, and enable comparability across different protocol types.

Revenue in TradFi means payment for goods or services delivered. In DeFi, that's fees collected from users. Swap fees, interest payments, trading fees, funding rates. These are top-line revenue.

Cost of goods sold represents direct costs to deliver the service. In DeFi, that's pass-throughs to liquidity providers, validators, stakers, and other required intermediaries. These payments are necessary to generate fees. Without them, the protocol doesn't function.

Gross profit is revenue minus COGS. In DeFi, that's retained revenue after pass-throughs. This is what the protocol actually keeps from user payments. It's the starting point for measuring value available to the protocol and its tokenholders.

Operating expenses include everything else required to run the business. In DeFi, the largest operating expense is usually token emissions distributed as incentives. Other expenses might include contributor compensation, infrastructure costs, audits, and grants.

Net income is what remains after all expenses. In DeFi, this is what's available for the treasury, token buybacks, burns, or distributions to tokenholders. Positive net income means the protocol is profitable. Negative means it's burning capital.

This mapping matters because it creates comparability. Investors trained on traditional financial statements can apply familiar frameworks. Protocols can be evaluated using the same rigor as public companies. Nonsense becomes harder to hide.

The Protocol Income Statement Template

Start with gross fees. This is total payment from users measured in a consistent unit over a defined period. For a DEX, it's total swap fees collected. For a lending protocol, it's total interest paid by borrowers. For a perps platform, it's trading fees plus funding rate capture.

Subtract cost of funds. These are mechanically required payments to generate those fees. For a DEX, it's the LP share of swap fees. For a lending protocol, it's interest paid to depositors. For a perps platform, it's market maker rebates and insurance fund allocations.

The result is retained revenue. This is gross profit in traditional terms. It's what the protocol keeps after paying for the capital and services required to operate. This line represents the protocol's economic capture from its business activity.

Subtract incentives and emissions. Measure these at fair market value at distribution time. If the protocol distributed 10 million tokens worth $3 each during the period, that's $30 million in expenses. Include all forms of token issuance used to attract or retain users.

Subtract other operating expenses if known. Many protocols don't disclose these clearly. Contributor compensation might be visible through DAO payments. Infrastructure costs might be tracked through treasury outflows. When data isn't available, note it as a limitation.

The final line is net to stakeholders. This is profit or loss. Positive means the protocol generated more value than it spent. Negative means it consumed capital. The sign and magnitude reveal sustainability.

Income Statement Template

Line ItemWhat It MeasuresHow to Calculate
Gross FeesTotal payments from usersSum all fees collected (swap, interest, trading, etc.)
Cost of FundsRequired payments to capital providersLP share + staker rewards + validator payments
Retained RevenueWhat the protocol keepsGross fees minus cost of funds
Incentives/EmissionsToken distributions as growth spendToken issuance × average price during period
Other Operating ExpensesContributors, infrastructure, auditsTreasury outflows for operations (if disclosed)
Net to StakeholdersProfit or lossRetained revenue minus all expenses

Model Differences by Protocol Type

DEX income statements are relatively clean. Gross fees come from swap fees. Cost of funds is the LP share, typically 80-100% of fees. Retained revenue is the protocol fee portion. Emissions go to liquidity mining. Net income is usually negative because most DEXs subsidize liquidity heavily.

Example: Uniswap v3 collects $500M in annual swap fees. LPs receive $475M (95%). The protocol retains $25M as revenue. No protocol-level emissions exist currently. Operating expenses are minimal. Net to stakeholders is approximately $25M positive. This is genuinely profitable.

Lending protocol income statements require careful spread analysis. Gross fees are total interest paid by borrowers. Cost of funds is interest paid to depositors. The spread is retained revenue. Emissions incentivize both borrowing and lending. Bad debt must be considered as an expense.

Example: Aave collects $200M in borrower interest. Depositors receive $150M. The protocol retains $50M. Emissions total $30M annually. Bad debt averages $5M. Net to stakeholders is $15M positive. The protocol is profitable but less so than raw revenue suggests.

Perps protocol income statements involve multiple revenue streams. Trading fees, funding rate capture, liquidation fees all contribute to gross fees. Market maker rebates and insurance allocations are cost of funds. Emissions often go to stakers. Net margins can be high when structured efficiently.

Example: GMX collects $100M in trading and liquidation fees. Insurance fund and MM rebates total $20M. Retained revenue is $80M. No new emissions (using fee distribution model). Operating expenses are low. Net to stakeholders is approximately $75M. This is highly profitable.

Liquid staking protocol income statements are simple. Gross fees are total staking rewards from validators. Cost of funds is the depositor share, typically 90-95%. The protocol retains 5-10%. Emissions are usually zero. Operating costs are modest. Net margins are excellent.

Example: Lido earns $400M in staking rewards. Depositors receive $380M (95%). The protocol retains $20M. No emissions. Operating expenses around $5M for node operators and development. Net to stakeholders is $15M. Clean profitability.

L2 sequencer income statements face complexity around cost attribution. Gross fees are L2 transaction fees from users. Cost of funds includes L1 data availability costs, which can be substantial. Infrastructure costs are real and ongoing. Profitability depends on fee levels and L1 costs.

Example: An L2 collects $80M in user fees. L1 settlement costs $30M. Infrastructure and node operation costs $10M. No emissions currently. Net to stakeholders is $40M. Profitable, but sensitive to L1 gas prices.

What This Framework Can't Capture (Yet)

Offchain costs remain invisible. Many protocols have development teams, legal expenses, marketing budgets, and operational overhead not reflected in onchain transactions. These are real expenses that reduce net profitability. Without disclosure, they're unknowable.

Governance overhead is hard to quantify. DAO operations involve contributor compensation, grants, and discretionary spending. Some DAOs are efficient. Others waste resources. The income statement can't capture governance quality without detailed treasury analysis.

Hidden subsidies distort the picture. If a protocol's main contributors are funded by a separate entity or foundation, the protocol appears more profitable than it truly is. The full cost structure is split across multiple entities. Consolidation would reveal lower margins.

Cross-protocol dependencies create attribution challenges. A protocol might rely on another protocol's liquidity or infrastructure. If the underlying protocol charges fees or could charge fees, that's a hidden future cost. Current profitability might not persist if dependencies change terms.

Regulatory and legal risks aren't on the income statement. Protocols facing regulatory scrutiny might need to fund compliance, pay settlements, or restructure operations. These costs can be enormous but won't appear until they materialize.

Token value capture mechanisms vary widely. Two protocols with identical income statements might have completely different token value accrual. One might distribute all profits to tokenholders. Another might accumulate them in a treasury with no tokenholder access. The income statement shows profit but not who benefits.

Using the Template for Valuation

Start with a sustainability screen. Calculate net to stakeholders for the past 12 months. If negative, the protocol is burning capital. Check the trajectory. Is the loss narrowing or widening? Narrowing suggests progress toward profitability. Widening suggests deteriorating economics.

Compare to peers using revenue multiples. Take market cap divided by annual retained revenue. If Protocol A trades at 10x retained revenue and Protocol B trades at 5x with similar risk profiles, one might be mispriced. This assumes comparable business models and sustainability.

Run sensitivity analysis on key assumptions. What happens if emissions double? Revenue halves? Token price drops 50%? Cost of funds increases? Stress testing reveals fragility. Protocols that remain profitable across reasonable scenarios are more valuable than those dependent on perfect conditions.

Model different scenarios. Bull case: emissions taper to zero, revenue grows 50%, cost of funds stays flat. Bear case: revenue drops 30%, emissions stay elevated, cost of funds increases. Base case: everything stays roughly constant. Assign probabilities. Calculate expected value.

Compare cash flows to market cap. A protocol with $20M net annual profit and a $200M market cap has a 10% cash-on-cash yield if that profit flows to tokenholders. A protocol with $20M net profit and a $2B market cap has a 1% yield. The first is more attractive, all else equal.

Check value accrual mechanisms. Does net profit go to buybacks? Burns? Staking rewards? Treasury accumulation? The mechanism determines whether tokenholders actually benefit from profitability. Accumulated treasury profits that never distribute might as well not exist for valuation purposes.

Worked Example: DEX Income Statement

Line ItemAnnual AmountNotes
Gross Fees$300,000,000Total swap fees collected from users
LP Share (90%)($270,000,000)Required payment to liquidity providers
Retained Revenue$30,000,000Protocol fee portion (10% of total fees)
Liquidity Mining Emissions($45,000,000)50M tokens at avg $0.90 distributed to LPs
Trading Incentives($10,000,000)Additional rewards to active traders
Operating Expenses($5,000,000)Contributors, infrastructure, grants
Net to Stakeholders($30,000,000)Protocol is unprofitable by $30M annually

This DEX collects significant fees but is deeply unprofitable. Emissions exceed retained revenue by 1.5x. The protocol subsidizes growth heavily. Without reducing emissions or increasing retained revenue, this is unsustainable long-term.

See live data

Links open DefiLlama or other external sources.

Related Concepts

Income statement analysis requires understanding core metrics:

FAQ

What is the cost of funds in DeFi?

Payments needed to generate fees: LP share of swap fees, depositor share of interest, staker rewards, validator payments, and any other mechanically required distributions. These are economic costs of doing business, not discretionary spending.

Do buybacks count as profit?

They're a distribution choice, not a line item on the income statement. The question is whether buybacks are funded by retained value (net positive income) or by additional token issuance (economically meaningless). Check the funding source.

Can you do GAAP perfectly onchain?

Not fully. You can get close enough to compare protocols and screen for sustainability. Missing offchain costs, governance overhead, and hidden subsidies create blind spots. But the framework is far better than ignoring accounting principles entirely.

Why don't protocols publish income statements?

Because most would show losses. Publishing negative net income is bad marketing. It invites questions about sustainability. It makes capital raising harder. The industry prefers focusing on TVL, transaction counts, and other metrics that avoid profitability analysis.

How often should I update the income statement?

Quarterly at minimum, monthly if you're actively invested. Revenue, emissions, and token prices change continuously. Quarterly updates capture meaningful trends without excessive noise. Annual views smooth volatility but can hide deterioration.

What if a protocol has no emissions?

Then it's more likely to be profitable. Retained revenue minus minimal operating expenses often yields positive net income. Protocols without emissions either achieved product-market fit or launched with no growth incentives. Both are positive signals.

Should I include unrealized treasury gains in net income?

No. Stick to realized cash flows. Unrealized gains on treasury assets are real but volatile. A protocol holding ETH that appreciated 50% didn't generate that value through operations. It's a balance sheet item, not income statement. Separate operating performance from investment returns.

Cite this definition

A DeFi income statement applies GAAP-like principles to protocol economics, flowing from gross fees through cost of funds to retained revenue, subtracting incentives and operating expenses to reach net stakeholder value, enabling sustainability analysis and comparable valuation across protocols.

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