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Token Terminal: Key Metrics FAQ

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Token Terminal: Key Metrics FAQ

In this article, we provide an overview of Token Terminal's key metrics, how the metrics are calculated, and why we show them.

With the release of new metrics on Token Terminal, we have been receiving an increasing number of questions on what these metrics mean, how we derive them, and how investors should interpret them.

This article is meant to serve as a guide and a single source of truth for Token Terminal users. It includes illustrative examples of our dashboards, along with the relevant smart contract events or function calls used to calculate the metrics sourced from on-chain data.

It is also important to remember that no single metric is perfect in isolation, and should be used in a complementary way to each other when making investment decisions.

Token Terminal key metrics cheatsheet table listing each metric, what it is, how it is calculated and why it is shown

Contents:

  1. Market data
    1. Fully diluted market capitalization
    2. Circulating market capitalization
    3. Token trading volume
    4. Tokenholders
  2. Gross merchanise volume (GMV) data
    1. Total value locked
    2. Trading volume (DEX, NFT marketplace)
    3. Borrowing volume (lending)
    4. Assets staked (liquid staking derivative)
    5. Capital deployed (asset management)
    6. Transfer volume (cross-chain bridging)
  3. Financial data
    1. Fees
    2. Supply-side fees
    3. Revenue
    4. Token incentives
    5. Earnings
  4. Valuation data
    1. P/F ratio (fully diluted)
    2. P/F ratio (circulating)
    3. P/S ratio (fully diluted)
    4. P/S ratio (circulating)
  5. Cash management data
    1. Treasury
  6. Alternative data
    1. Daily active users
    2. Active developers
    3. Code commits

1. Market Data

Fully diluted market capitalization

What is this metric: Valuation of the protocol based on the maximum supply of its governance token.

How it is calculated: Maximum supply * token price, sourced from Coingecko.

Why do we show it: Shows the protocol's true valuation by taking into account all the tokens that have been issued.

Example:

Line chart of Bitcoin daily fully diluted market cap from 2013 to early 2023, peaking above $1.3t in late 2021

Bitcoin dashboard: https://tokenterminal.com/explorer/projects/bitcoin

Line chart of Optimism daily fully diluted market cap from June 2022 to February 2023, rising to about $12.5b

Optimism dashboard: https://tokenterminal.com/explorer/projects/optimism

Line chart of Chainlink daily fully diluted market cap from 2018 to early 2023, peaking near $50b in 2021

Chainlink dashboard: https://tokenterminal.com/explorer/projects/chainlink

Circulating market capitalization

What is this metric: Valuation of the protocol based on the circulating supply of its governance token.

How it is calculated: Circulating supply * token price, sourced from Coingecko.

Why do we show it: When charted against the fully diluted market capitalization, it shows the magnitude of future unlocks that could potentially drive down the price.

Example:

Line chart of Ethereum daily circulating market cap from 2015 to early 2023, peaking above $500b in late 2021

Ethereum dashboard: https://tokenterminal.com/explorer/projects/ethereum

Line chart of Cardano daily circulating market cap from 2017 to early 2023, peaking above $80b in 2021

Cardano dashboard: https://tokenterminal.com/explorer/projects/cardano

Line chart of PancakeSwap daily circulating market cap from October 2020 to early 2023, peaking near $7b in April 2021

PancakeSwap dashboard: https://tokenterminal.com/explorer/projects/pancakeswap

Token trading volume

What is this metric: Trading volume of the protocol's governance token across CEXs and DEXs.

How it is calculated: Trading volume on supported CEXs & DEXs, sourced from Coingecko.

Why do we show it: Shows if there's proper price discovery for the token.

Example:

Bar chart of Dogecoin daily DOGE token trading volume from 2014 to early 2023, spiking to about $50b in 2021

Dogecoin dashboard: https://tokenterminal.com/explorer/projects/dogecoin

Bar chart of Polygon daily MATIC token trading volume from 2019 to early 2023, peaking above $10b in mid 2021

Polygon dashboard: https://tokenterminal.com/explorer/projects/polygon

Bar chart of Ribbon Finance daily RBN token trading volume from October 2021 to early 2023, highest right after launch

Ribbon Finance dashboard: https://tokenterminal.com/explorer/projects/ribbon-finance

Tokenholders

What is this metric: Number of unique governance tokenholders.

How it is calculated: Number of unique addresses with a governance token balance greater than 0, sourced from onchain data.

Why do we show it: Shows if the protocol's ownership is concentrated or decentralized, often tied to the maturity of the protocol (concentrated ownership more common at the early stage).

Example:

Line chart of Compound daily COMP tokenholders from 2020 to early 2023, growing to about 200k

Compound dashboard: https://tokenterminal.com/explorer/projects/compound

Line chart of SushiSwap daily SUSHI tokenholders from 2020 to early 2023, growing to over 100k

SushiSwap dashboard: https://tokenterminal.com/explorer/projects/sushiswap

Line chart of 0x daily ZRX tokenholders from 2017 to early 2023, growing to about 200k

0x dashboard: https://tokenterminal.com/explorer/projects/0x

2. Gross merchandise volume (GMV) data

Total value locked (TVL)

What is this metric: User deposits to the protocol's smart contracts (these assets are not owned by the protocol).

How it is calculated: Value of funds held across a protocol's smart contracts.

Why do we show it: Shows how much value users are willing to deposit to a protocol's contracts, i.e. if there is trust in the protocol's contracts (security-wise).

Example:

Bar chart of Convex Finance daily total value locked from mid 2021 to early 2023, peaking near $20b in January 2022

Convex Finance dashboard: https://tokenterminal.com/explorer/projects/convex-finance

Transaction volume (L1 / L2 blockchain)

What is this metric: Transaction volume on a blockchain (L1 / L2).

How it is calculated: Value of the tokens being transacted on a blockchain, sourced from onchain data.

Why do we show it: Shows how much value users are willing to transact on a blockchain, i.e. if there is trust in the blockchain to transact at scale.

Trading volume (DEX / NFT marketplace)

What is this metric: Trading volume on a DEX / NFT marketplace.

How it is calculated: Value of tokens being exchanged at a DEX / NFT marketplace.

Why do we show it: Shows how much value traders are willing to trade on a DEX / NFT marketplace, i.e. if there is trust in the DEX / NFT marketplace to trade at scale.

Example:

Bar chart of Uniswap daily trading volume from 2020 to early 2023, with peaks near $6b

Relevant events for Uniswap: Swap event, Pair / Pool contracts

Uniswap dashboard: https://tokenterminal.com/explorer/projects/uniswap

Bar chart of GMX daily trading volume from September 2021 to early 2023, peaking above $1b in November 2022

Relevant events for GMX: IncreasePosition / DecreasePosition / Swap events, Vault contract

GMX dashboard: https://tokenterminal.com/explorer/projects/gmx

Bar chart of OpenSea daily NFT transaction volume from 2020 to early 2023, peaking in the 2021 to 2022 NFT boom

Relevant events / function calls for OpenSea: atomicMatch function call, WyvernExchange contract + OrderFulfilled event, Seaport contract

OpenSea dashboard: https://tokenterminal.com/explorer/projects/opensea

Active loans (lending)

What is this metric: Outstanding loans on a lending protocol.

How it is calculated: Value of funds owed by borrowers to lenders.

Why do we show it: Shows how much value borrowers are willing to borrow on a protocol, i.e. if there is trust in the lending protocol to lend & borrow at scale.

Example:

Bar chart of Aave daily active loans from 2021 to early 2023, peaking near $12b

Relevant events for Aave: Mint / Burn events, SToken / VToken contracts

Aave dashboard: https://tokenterminal.com/explorer/projects/aave

Bar chart of Compound daily borrowing volume, the value of active loans, from 2020 to early 2023, peaking near $9b in 2021

Relevant events for Compound: AccrueInterest event, CEther / CErc20 / CErc20Delegator contracts

Compound dashboard: https://tokenterminal.com/explorer/projects/compound

Bar chart of Euler daily borrowing volume, the value of active loans, from 2022 to early 2023, ranging up to about $350m

Relevant events for Euler: AssetStatus event, Euler contract

Euler dashboard: https://tokenterminal.com/explorer/projects/euler

Assets staked (liquid staking derivative)

What is this metric: User deposits staked by a liquid staking protocol.

How it is calculated: Value of funds staked across the protocol's smart contracts.

Why do we show it: Shows how much value stakers are willing to stake through a protocol, i.e. if there is trust in the liquid staking protocol to stake at scale.

Example:

Bar chart of Lido Finance daily capital deployed, the value of ETH staked, from May 2021 to early 2023, peaking above $10b

Relevant events for Lido Finance: PostTotalShares event, Oracle contract

Lido Finance dashboard: https://tokenterminal.com/explorer/projects/lido-finance

Bar chart of StakeWise daily capital deployed, the value of assets staked, from 2021 to early 2023, peaking near $240m

Relevant events for StakeWise: DepositAdded event, Solos contract

StakeWise dashboard: https://tokenterminal.com/explorer/projects/stakewise

Bar chart of Ankr daily capital deployed, the value of assets staked, over 180 days to February 2023

Relevant events for Ankr: StakeConfirmed event, ETHStaking contract

Ankr dashboard: https://tokenterminal.com/explorer/projects/ankr

Transfer volume (cross-chain bridging)

What is this metric: Tokens transferred through a cross-chain bridging protocol.

How it is calculated: Value of tokens transferred through a cross-chain bridge.

Why do we show it: Shows how much bridge users are willing to transfer through a bridging protocol, i.e. if there is trust in the bridging protocol to transfer at scale.

Example:

Bar chart of Stargate daily bridge transfer volume from April 2022 to early 2023, with a spike above $300m in May 2022

Relevant events for Stargate: Swap / SendToChain events, Pool / StargateToken contracts

Stargate dashboard: https://tokenterminal.com/explorer/projects/layerzero/stargate

Bar chart of Synapse daily bridge transfer volume from September 2021 to early 2023, peaking at $250m in early 2022

Relevant events for Synapse: TokenDeposit / TokenDepositAndSwap / TokenRedeemAndSwap / TokenRedeem / TokenRedeemV2 / TokenRedeemAndRemove events, SynapseBridge contract

Synapse dashboard: https://tokenterminal.com/explorer/projects/synapse

3. Financial data

Fees

What is this metric: Fees paid by end users.

How it is calculated: Value of the aggregate fees paid by end users, sourced from onchain data.

Why do we show it: Shows if users are willing to pay to use a protocol, i.e. if there is product market fit (especially if there are no token incentives).

Example:

Bar chart of Synthetix daily fees paid by traders from 2020 to early 2023

Relevant events for Synthetix: PositionModified event, FuturesMarket contract + all sUSD token transfers to the FeeCollector contract

Synthetix dashboard: https://tokenterminal.com/explorer/projects/synthetix

Bar chart of Perpetual Protocol daily trading fees from 2021 to early 2023, peaking near $500k

Relevant events for Perpetual Protocol: PositionChanged event, ClearingHouse event

Perpetual Protocol dashboard: https://tokenterminal.com/explorer/projects/perpetual-protocol

Bar chart of LooksRare daily fees from January 2022 to early 2023, high in early 2022 then near zero

Relevant events for LooksRare: RoyaltyPayment event, Exchange contract

LooksRare dashboard: https://tokenterminal.com/explorer/projects/looksrare

Bar chart of Venus daily fees, the interest paid by borrowers, from 2021 to early 2023

Relevant events for Venus: AccrueInterest event, vBNB / VBep20Delegate contracts

Venus dashboard: https://tokenterminal.com/explorer/projects/venus

Bar chart of Lido Finance daily fees, the staking rewards paid, from 2021 to early 2023

Relevant token transfers for Lido Finance: All stETH token transfers to the Lido DAO treasury contract

Lido Finance dashboard: https://tokenterminal.com/explorer/projects/lido-finance

Supply-side fees

What is this metric: Portion of fees paid to service providers.

How it is calculated: Value of the fees paid to service providers (LPs, lenders, creators, etc.), sourced from onchain data.

Why do we show it: Shows what percentage of the fees the protocol passes on to service providers.

Example:

Bar chart of SushiSwap daily supply-side fees paid to liquidity providers from 2020 to early 2023

SushiSwap dashboard: https://tokenterminal.com/explorer/projects/sushiswap

Bar chart of BENQI daily supply-side fees from September 2021 to early 2023, peaking near $500k in late 2021

BENQI dashboard: https://tokenterminal.com/explorer/projects/benqi

Bar chart of Goldfinch daily supply-side fees from 2021 to early 2023, paid out in irregular spikes

Goldfinch dashboard: https://tokenterminal.com/explorer/projects/goldfinch

Revenue

What is this metric: Portion of fees kept by the protocol (and its tokenholders).

How it is calculated: Value of the fees kept by the protocol (and tokenholders), sourced from onchain data.

Why do we show it: Shows what percentage of the fees the protocol captures for itself.

Example:

Bar chart of MakerDAO daily revenue, the interest paid by borrowers, from 2020 to early 2023

MakerDAO dashboard: https://tokenterminal.com/explorer/projects/makerdao

Bar chart of Trader Joe daily revenue, the share of trading fees for JOE holders, from 2021 to early 2023

Trader Joe dashboard: https://tokenterminal.com/explorer/projects/trader-joe

Bar chart of Radiant Capital daily revenue from August 2022 to early 2023, peaking near $40k

Radiant Capital dashboard: https://tokenterminal.com/explorer/projects/radiant-capital

Token incentives

What is this metric: Governance tokens distributed to users (token-based compensation).

How it is calculated: Value of a protocol’s governance tokens that have been claimed by users, sourced from onchain data.

Why do we show it: Shows how much the protocol is subsidizing the use of the protocol by issuing tokens to its users, i.e. how much existing tokenholders are being diluted.

Example:

Bar chart of SushiSwap daily token incentives from 2020 to early 2023, highest right after launch

Relevant events for SushiSwap: Harvest event, MasterChefV2 / MiniChef contracts

SushiSwap dashboard: https://tokenterminal.com/explorer/projects/sushiswap

Bar chart of Gains Network daily token incentives from September 2022 to February 2023, rising toward $1.5k

Relevant events for Gains Network: ReferralFeeCharged event, GNSTradingCallbacksV2 / GNSTradingCallbacksV3 contracts

Gains Network dashboard: https://tokenterminal.com/explorer/projects/gains-network

Bar chart of Maple Finance daily token incentives from 2021 to early 2023, with a spike above $3m in May 2022

Relevant events for Maple Finance: RewardPaid event, MplRewards contract + MPL token transfers to liquidity providers addresses

Maple Finance dashboard: https://tokenterminal.com/explorer/projects/maple-finance

Bar chart of Index Cooperative daily token incentives from 2020 to early 2023, falling to near zero after 2021

Relevant events for Index Cooperative: INDEX token transfers from the RewardDistributor contracts

Index Cooperative dashboard: https://tokenterminal.com/explorer/projects/index-cooperative

Bar chart of Hop Protocol daily token incentives from late October 2022 to February 2023

Relevant events for Hop Protocol: RewardPaid event, StakingRewards contract

Hop Protocol dashboard: https://tokenterminal.com/explorer/projects/hop-protocol

Earnings

What is this metric: Net income of a protocol (excl. operating expenses).

How it is calculated: Revenue - token incentives, sourced from onchain data.

Why do we show it: Shows how much the protocol earns after token incentives, i.e. if the protocol has an economically sustainable business or not.

Example:

Bar chart of MakerDAO daily earnings, revenue minus token incentives, from 2020 to early 2023

MakerDAO dashboard: https://tokenterminal.com/explorer/projects/makerdao

Bar chart of SpookySwap daily earnings from 2021 to early 2023, mostly negative as token incentives exceed revenue

SpookySwap dashboard: https://tokenterminal.com/explorer/projects/spookyswap

Bar chart of X2Y2 daily earnings from early 2022 to 2023, deeply negative at launch and near zero later

X2Y2 dashboard: https://tokenterminal.com/explorer/projects/x2y2

4. Valuation data

P/F ratio (fully diluted)

What is this metric: Valuation multiple, based on the fees paid by end users.

How it is calculated: Fully diluted market capitalization / annualized fees.

Why do we show it: Shows how many years it would take for the fees to "repay" the fully diluted valuation.

Example:

Line chart of Stargate daily fully diluted P/F ratio from April 2022 to February 2023

Stargate dashboard: https://tokenterminal.com/explorer/projects/layerzero/stargate

Line chart of PoolTogether daily fully diluted P/F ratio from late 2021 to early 2023, falling from over 400x

PoolTogether dashboard: https://tokenterminal.com/explorer/projects/pooltogether

Line chart of Mycelium daily fully diluted P/F ratio from August 2022 to early 2023, ranging up to about 60x

Mycelium dashboard: https://tokenterminal.com/explorer/projects/mycelium

P/F ratio (circulating)

What is this metric: Valuation multiple, based on the fees paid by end users.

How it is calculated: Circulating market capitalization / annualized fees.

Why do we show it: Shows how many years it would take for the fees to "repay" the circulating valuation.

Example:

Line chart of Ethereum Name Service daily circulating P/F ratio from late 2021 to early 2023, ranging up to about 20x

Ethereum Name Service dashboard: https://tokenterminal.com/explorer/projects/ethereum-name-service

Line chart of Lyra daily circulating P/F ratio from 2022 to early 2023, ranging up to about 2x

Lyra dashboard: https://tokenterminal.com/explorer/projects/lyra

Line chart of Kleros daily circulating P/F ratio from 2019 to early 2023, with peaks above 5,000x

Kleros dashboard: https://tokenterminal.com/explorer/projects/kleros

P/S ratio (fully diluted)

What is this metric: Valuation multiple, based on the revenue earned by the protocol.

How it is calculated: Fully diluted market capitalization / annualized revenue.

Why do we show it: Shows how many years it would take for the revenue to "repay" the fully diluted valuation.

Example:

Line chart of Hop Protocol daily fully diluted P/S ratio from June 2022 to February 2023, peaking near 100x

Hop Protocol dashboard: https://tokenterminal.com/explorer/projects/hop-protocol

Line chart of NEAR Protocol daily fully diluted P/S ratio from late 2020 to early 2023, falling from over 400,000x

NEAR Protocol dashboard: https://tokenterminal.com/explorer/projects/near-protocol

Line chart of Notional Finance daily fully diluted P/S ratio from late 2021 to early 2023, falling from over 400x

Notional Finance dashboard: https://tokenterminal.com/explorer/projects/notional-finance

P/S ratio (circulating)

What is this metric: Valuation multiple, based on the revenue earned by the protocol.

How it is calculated: Circulating market capitalization / annualized revenue.

Why do we show it: Shows how many years it would take for the revenue to "repay" the circulating valuation.

Example:

Line chart of Optimism daily circulating P/S ratio from June 2022 to February 2023, peaking above 250x

Optimism dashboard: https://tokenterminal.com/explorer/projects/optimism

Line chart of Rarible daily circulating P/S ratio from 2020 to early 2023, rising to about 300x

Rarible dashboard: https://tokenterminal.com/explorer/projects/rarible

Line chart of Filecoin daily circulating P/S ratio from 2020 to early 2023, spiking to about 600x in early 2022

Filecoin dashboard: https://tokenterminal.com/explorer/projects/filecoin

5. Cash management data

Treasury

What is this metric: Assets in the protocol's treasury (incl. unallocated governance tokens).

How it is calculated: Value of the tokens held across a protocol's treasury contracts, sourced from onchain data.

Why do we show it: Shows how much the protocol is generating in business income and how it manages its treasury over time.

Example:

Bar chart of Rook daily treasury value from late 2020 to early 2023, peaking above $500m in early 2021

Stacked area chart of Rook daily treasury composition by token, mostly ROOK, from late 2020 to early 2023

Rook dashboard

Example:

Bar chart of Uniswap daily treasury value from 2020 to early 2023, peaking above $15b in 2021

Stacked area chart of Uniswap daily treasury composition by token, almost all UNI, from 2020 to early 2023

Uniswap dashboard: https://tokenterminal.com/explorer/projects/uniswap

Example:

Bar chart of Ethereum Name Service daily treasury value from 2020 to early 2023, jumping to about $5b in late 2021

Stacked area chart of Ethereum Name Service daily treasury composition by token, mostly ENS, from 2020 to early 2023

Ethereum Name Service dashboard: https://tokenterminal.com/explorer/projects/ethereum-name-service

6. Alternative data

Daily active users

What is this metric: Unique addresses that use the protocol's service during a 24h period.

How it is calculated: Number of unique addresses interacting with the protocol's business relevant smart contracts, sourced from onchain data.

Why do we show it: Important to know if there are 3 vs. 300k users, gives a better understanding of the supply & demand-side dependencies.

Example:

Line chart of GMX daily active users from September 2021 to early 2023, with a spike above 10k in July 2022

Relevant events for GMX: IncreasePosition / DecreasePosition / Swap events, Vault contract

GMX dashboard: https://tokenterminal.com/explorer/projects/gmx

Line chart of Across daily active users from late 2021 to early 2023, with a spike above 15k in November 2022

Relevant events for Across: FilledRelay / DepositRelayed events, EthereumSpokePool / ArbitrumSpokePool / OptimismSpokePool / PolygonSpokePool / BridgePoolProd contracts

Across dashboard: https://tokenterminal.com/explorer/projects/across

Line chart of Blur daily active users from August 2022 to February 2023, jumping above 5k from mid October

Relevant events for Blur: OrdersMatched event, BlurExchange contract

Blur dashboard: https://tokenterminal.com/explorer/projects/blur

Active developers

What is this metric: Core developers that contribute to the protocol's public GitHub repositories.

How it is calculated: Number of distinct users that made 1+ commits to the protocol's public repositories during the past 30 days, sourced from GitHub.

Why do we show it: Important to know if there are 10 vs. 100 core developers, gives a better understanding of the contributor dependencies.

Example:

Line chart of Flashbots daily active developers from late 2020 to early 2023, ranging up to about 30

Flashbots dashboard: https://tokenterminal.com/explorer/projects/flashbots

Line chart of Sound.xyz daily active developers from 2018 to early 2023, ranging up to about 10

Sound dashboard: https://tokenterminal.com/explorer/projects/sound

Line chart of The Graph daily active developers from 2018 to early 2023, peaking above 50 in 2022

The Graph dashboard: https://tokenterminal.com/explorer/projects/the-graph

Code commits

What is this metric: New commits to the protocol's public GitHub repositories.

How it is calculated: Number of commits to the protocol's public repositories, sourced from GitHub.

Why do we show it: Important to know if there are few vs. many regular commits, gives a better understanding of the pace of development.

Example:

Bar chart of Gitcoin daily code commits from 2016 to early 2023, busiest from 2018 to 2020

Gitcoin dashboard: https://tokenterminal.com/explorer/projects/gitcoin

Bar chart of Zcash daily code commits from 2016 to early 2023, busiest in 2021

Zcash dashboard: https://tokenterminal.com/explorer/projects/zcash

Bar chart of 1inch daily code commits from 2018 to early 2023, peaking in mid 2020

1inch dashboard: https://tokenterminal.com/explorer/projects/1inch

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