In the ups and downs of the crypto market, giving a reliable long-term valuation to decentralized finance protocols like this one is easier said than done. Traditional P/E ratios simply don't work because the "profits" generated by the protocol and the token price have no linear relationship. This article aims to combine discounted cash flow (DCF) analysis with network effect logic to build a valuation framework for stablecoin-type protocol tokens that can withstand bull and bear cycles.
**1. How do tokens share in the protocol's growth?**
First, understand: what exactly can token holders gain from the protocol's growth? There are three main avenues:
**Revenue sharing is the most straightforward.** The protocol earns money through lending interest, stablecoin trading fees, and other sources. Part of the earnings are used to buy back and burn tokens, creating a deflationary effect that directly supports the token's value. This provides the most visible cash flow.
**Governance rights shouldn't be underestimated.** Holding tokens = having voting power, which allows decision-making on adding new collateral types, adjusting borrowing rates, and other major directions. This "control" is scarce in financial protocols and inherently valuable.
**Utility and staking are the third.** Staking tokens may offer opportunities to share more protocol revenue or unlock advanced features. While these benefits are less tangible than direct revenue sharing, they are attractive to long-term holders.
Our valuation mainly focuses on the first avenue—discounted cash flow—while the other two serve as additional factors.
**2. How to build a DCF model**
The logic of DCF is straightforward: discount the future free cash flows generated by the protocol to today. For stablecoin protocols, key assumptions include:
**Protocol growth.** The total value locked (TVL) starts from the current baseline, with assumptions on annual growth rates. This should reference historical growth and market outlook—aggressive scenarios might assume 30-50% annual growth, conservative ones 20-30%.
**Stability of fee rates.** Income sources like lending spreads and trading fees may decrease as competition intensifies. It's prudent to factor in a downward trend rather than assuming fee rates remain constant forever.
**Is the withdrawal rate reasonable?** The protocol's earnings won't all be used for buybacks and dividends; operational costs, development, and reserves need to be maintained. Estimating a 30-50% allocation to support token value is reasonable.
**How to choose the discount rate.** This is the most subjective part of DCF. Crypto assets are volatile, and risk premiums should be higher than traditional finance. Typically, a WACC (Weighted Average Cost of Capital) of 12-20% is used, considering market risk and protocol-specific risks.
Scenario analysis is crucial—running bull, baseline, and bear market scenarios to provide a valuation range rather than a single point estimate. This approach is more reliable.
**3. The impact of token supply**
Don't forget an often-overlooked factor: how token inflation or deflation affects valuation. For example, if the protocol earns $1 million annually and uses half to buy back and burn tokens, how that money is allocated is critical. The smaller the total token supply, the more cash flow per token. Therefore, good tokenomics design directly influences valuation multiples.
**4. Network effects and moat**
DCF only considers cash flow and doesn't account for competitive landscape. As the stablecoin space becomes more crowded, what makes this protocol better than others? Is it user experience, cross-chain support, ecosystem integration, or simply first-mover advantage? These soft factors determine whether the protocol can remain healthy five years down the line.
When valuing, include a network effect premium—if the protocol has a clear moat, add a 10-20% premium; if not, apply a discount.
**5. Market pricing vs. intrinsic value**
Current market valuation multiples (like P/E, P/B) of similar tokens can serve as references. If your calculated DCF value is significantly higher than the current price, either the market is undervaluing the protocol or your assumptions are too optimistic. Comparing several projects in the same space can help calibrate your parameters.
Ultimately, there is no absolute answer to the valuation of decentralized finance protocols—it's an iterative process. As the market and assumptions change, valuations should be adjusted accordingly. Having a clear analytical framework is much more reliable than guessing blindly based on intuition.
View Original
This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.
16 Likes
Reward
16
5
Repost
Share
Comment
0/400
Deconstructionist
· 01-11 23:51
The DCF theory sounds good, but in reality, it's completely unusable.
The core issue is that we simply can't accurately guess those assumed parameters—TVL growth rate, fee rate, discount rate—none of them can be trusted.
Rather than calculating intrinsic value, it's better to look at the moat and whether the team is reliable.
The fact that fee rates are being suppressed is not an assumption; it's inevitable. UNI is also fiercely competing now.
The stablecoin sector is really saturated; it's not as sexy as you might imagine.
I agree with scenario analysis, but sometimes the three scenarios are still too optimistic.
Projects with garbage tokenomics design, no matter how beautiful the DCF is, are a waste.
This framework might be useful for later-stage protocols, but in the early stages, it's just gambling.
I think the moat coefficient should be set more aggressively; 10-20% is simply not enough to quantify the gap.
View OriginalReply0
FrontRunFighter
· 01-11 23:40
The DCF framework sounds good, but the real issue is... those protocol operators are not actually distributing the profits to token holders at all; most of it has been diverted to the dev fund. No matter how eloquently it's explained, it can't change this dark pattern.
View OriginalReply0
PanicSeller
· 01-11 23:33
It's the same old DCF method, sounds impressive, but in the end, it's just gambling on people's psychology.
View OriginalReply0
SmartContractRebel
· 01-11 23:31
It's that DCF method again... Sounds nice, but when it comes to actual use, it's all just assumptions.
View OriginalReply0
RetiredMiner
· 01-11 23:26
It's that DCF method again. It sounds reliable, but it's actually all just assumptions.
In the ups and downs of the crypto market, giving a reliable long-term valuation to decentralized finance protocols like this one is easier said than done. Traditional P/E ratios simply don't work because the "profits" generated by the protocol and the token price have no linear relationship. This article aims to combine discounted cash flow (DCF) analysis with network effect logic to build a valuation framework for stablecoin-type protocol tokens that can withstand bull and bear cycles.
**1. How do tokens share in the protocol's growth?**
First, understand: what exactly can token holders gain from the protocol's growth? There are three main avenues:
**Revenue sharing is the most straightforward.** The protocol earns money through lending interest, stablecoin trading fees, and other sources. Part of the earnings are used to buy back and burn tokens, creating a deflationary effect that directly supports the token's value. This provides the most visible cash flow.
**Governance rights shouldn't be underestimated.** Holding tokens = having voting power, which allows decision-making on adding new collateral types, adjusting borrowing rates, and other major directions. This "control" is scarce in financial protocols and inherently valuable.
**Utility and staking are the third.** Staking tokens may offer opportunities to share more protocol revenue or unlock advanced features. While these benefits are less tangible than direct revenue sharing, they are attractive to long-term holders.
Our valuation mainly focuses on the first avenue—discounted cash flow—while the other two serve as additional factors.
**2. How to build a DCF model**
The logic of DCF is straightforward: discount the future free cash flows generated by the protocol to today. For stablecoin protocols, key assumptions include:
**Protocol growth.** The total value locked (TVL) starts from the current baseline, with assumptions on annual growth rates. This should reference historical growth and market outlook—aggressive scenarios might assume 30-50% annual growth, conservative ones 20-30%.
**Stability of fee rates.** Income sources like lending spreads and trading fees may decrease as competition intensifies. It's prudent to factor in a downward trend rather than assuming fee rates remain constant forever.
**Is the withdrawal rate reasonable?** The protocol's earnings won't all be used for buybacks and dividends; operational costs, development, and reserves need to be maintained. Estimating a 30-50% allocation to support token value is reasonable.
**How to choose the discount rate.** This is the most subjective part of DCF. Crypto assets are volatile, and risk premiums should be higher than traditional finance. Typically, a WACC (Weighted Average Cost of Capital) of 12-20% is used, considering market risk and protocol-specific risks.
Scenario analysis is crucial—running bull, baseline, and bear market scenarios to provide a valuation range rather than a single point estimate. This approach is more reliable.
**3. The impact of token supply**
Don't forget an often-overlooked factor: how token inflation or deflation affects valuation. For example, if the protocol earns $1 million annually and uses half to buy back and burn tokens, how that money is allocated is critical. The smaller the total token supply, the more cash flow per token. Therefore, good tokenomics design directly influences valuation multiples.
**4. Network effects and moat**
DCF only considers cash flow and doesn't account for competitive landscape. As the stablecoin space becomes more crowded, what makes this protocol better than others? Is it user experience, cross-chain support, ecosystem integration, or simply first-mover advantage? These soft factors determine whether the protocol can remain healthy five years down the line.
When valuing, include a network effect premium—if the protocol has a clear moat, add a 10-20% premium; if not, apply a discount.
**5. Market pricing vs. intrinsic value**
Current market valuation multiples (like P/E, P/B) of similar tokens can serve as references. If your calculated DCF value is significantly higher than the current price, either the market is undervaluing the protocol or your assumptions are too optimistic. Comparing several projects in the same space can help calibrate your parameters.
Ultimately, there is no absolute answer to the valuation of decentralized finance protocols—it's an iterative process. As the market and assumptions change, valuations should be adjusted accordingly. Having a clear analytical framework is much more reliable than guessing blindly based on intuition.