Tokenomics: When Tokens Beat Equity

Katya Malinova and Andreas Park

Cumulative sales since Jan 2016

Data: coinschedule

$25B total

$21B in 2018

for comparison: total size of

  • Toronto Stock Exchange: $2,200B

  • Toronto Venture Exchange: $41B

Ugly Truth: What is a token?

State of the Debate

Is there economic merit to tokens?

Do tokens solve an economic problem?

An Economic Model of ICO

  • entrepreneur wants to produce a good or service
  • Setup cost for production \(C_0\)
  • marginal cost of producing \(c\) 
  • Demand is uncertain and only revealed after production setup. Inverse demand
    \(p(q)=x-q\)
  • \( x\) is uniform on \([0,\theta]\).

\(x_i\)

\(x_j\)

\(x_k\)

Benchmark: Use own funds

  • firm would maximize monopoly profits \[\max_q (x-q)\cdot q -cq.\] 
  • Benchmark: own funds \[q^m=\frac{x-c}{2}.\]

\(c\)

\(MR=x-2q\)

\(p(q)=x-q\)

\(q^m=(x-c)/2\)

Traditional Equity

  • entrepreneur gives \(\alpha_e\) to equity investors to raise \(C_0\)
  • investors fund as long as they break even
  • entrepreneuer maximizes  \[\max_q (1-\alpha_e)( (x-q)\cdot q -cq).\]
  • Same as own funds \[q^e=q^m.\]

\(c\)

\(MR=x-2q\)

\(p(q)=x-q\)

\(q^m=q^e\)

ICO Financing

general idea: sell future output

two approaches for token sales

  • sell a fraction of future revenue
  • we call it revenue sharing
  • formally: sell \(\alpha_t\) of \(T\) tokens
  • produce \(q\) units a require \(T/q\) tokens per unit
  • sell units of future output
  • we call this output presale
  • formally: sell \(t\) tokens
  • produce \(q\) units and keep revenue from \(q-t\) tokens

Revenue Sharing

  • entrepreneur chooses \(q^{rs}\) that solves \[\max_q (1-\alpha_t) q (x-q)-cq.\]
  • Problem: entrepreneur pays full marginal cost and effectively solves \[\alpha \textit{MR}=c.\]

\(c\)

\(MR\)

\(p(q)=x-q\)

\(q^{rs}<q^m\)

  • Solution \[q^{rs}=\frac{x-c/(1-\alpha_t)}{2}<q^m.\]
  • Under-production!

\(\alpha_t MR\)

Output presale

  • entrepreneur issues \(t\) tokens
  • chooses \(q^{ps}\) that solves \[\max_q  q (x-q-t)-cq.\]
  • Entrepreneur effectively solves \[MR+t=c\]

\(c\)

\(MR\)

\(p(q)=x-q\)

\(q^{ps}>q^m\)

  • Solution \[q^{rs}=\frac{x-c+t}{2}>q^m.\]
  • The problem: over-production!
  • Intuition: entrepreneur does not internalize that extra output unit affects revenue for tokenholders!

\(MR+t\)

Is token financing inferior?

  • revenue sharing: underproduction
  • output presale: overproduction

\(c\)

\(MR\)

\(p(q)=x-q\)

\(q^t=q^m\)

  • "does not internalize" = externality
  • address externality: TAX!
  • here: tax future token income
  • incremental token income gets shared

\(\alpha_tMR+t\)

  • obvious answer: combine the two!
  • issue \(t\) tokens ex ante
  • share \(\alpha_t\) of new tokens
  • Entrepreneuer solves \[\max_q (1-\alpha_t) (q-t)(x-q) - cq\] solution \[q^t=(x+t-c/(1-\alpha_t))/2\]
  • token share \[\alpha_t=\frac{t}{c+t}\]

Token financing is NOT inferior!

Formal result: Optimal Token Contract

Presell \(t\) tokens.

Equivalence of Equity & Token Financing

If quantity produced \(q>t\), then share \(\alpha_t\) of revenue from incremental \(q-t\) tokens with tokenholders

As with equity, the entrepreneur receives the full NPV.

The entrepreneuer produces optimally at \(q^t=q^m\)

If \(q<t\)  \(\Rightarrow\) redeem at rate \(t/q\) and tokenholders receive refund of \(c(t-q)\).

ICOs with Moral Hazard

  • costs her \(0\)
  • \(\theta\sim U(0,\theta_l)\)
  • \(\theta_l<\theta_h\)

Idea:

entrepreneur can influence expected demand

  • costs her \(C_e\)
  • \(\theta\sim U(0,\theta_h)\)

with effort

without effort

  • common topic in corporate finance
  • very relevant in "decentralized" world where developers are scattered around the globe
  • also applicable to, e.g. established firms that do something new

assume \[\textit{NPV}(\theta_h)>0>\textit{NPV}(\theta_l)\]

Equity Financing with Moral Hazard

equity holders

possibly break even

with effort

without effort

cannot break even

entrepreneur

earns \((1-\alpha_e)\ \frac{(\theta_h-c)^3}{12\theta_h} -C_e \)

with effort

without effort

earns \((1-\alpha_e) \frac{(\theta_l-c)^3}{12\theta_l}\)

\(>\) ?

exert effort iff

\[\textit{NPV}_h-C_e\ge \textit{NPV}_h\times\frac{\theta_h}{\theta_l}\left(\frac{\theta_l-c}{\theta_h-c}\right)^3\]

Token Financing with Moral Hazard

token holders

possibly break even

with effort

without effort

cannot break even

entrepreneur

earns \(\frac{c}{c+t} \frac{2}{3\theta_h}\left(\frac{\theta_h-c}{2}-t \right)^3 -C_e \)

with effort

without effort

earns \(\frac{c}{c+t} \frac{2}{3\theta_l}\left(\frac{\theta_l-c}{2}-t \right)^3\)

\(>\) ?

exert effort iff

\[\textit{NPV}_h-C_e\ge \textit{NPV}_h\times\frac{\theta_h}{\theta_l}\left(\frac{\theta_l-c-2t}{\theta_h-c-2t}\right)^3\]

Formal result

  • With moral hazard,
    • all projects that can be financed by equity can be financed by the optimal token contract but
    • some projects that can be financed by optimal tokens contracts cannot be financed by equity.

Superiority of Token over Equity Financing

key math insight

\[\textit{NPV}_h\times\frac{\theta_h}{\theta_l}\left(\frac{\theta_l-c}{\theta_h-c}\right)^3 >\textit{NPV}_h\times\frac{\theta_h}{\theta_l}\left(\frac{\theta_l-c-2t}{\theta_h-c-2t}\right)^3\]

Summary

  • Simple model of ICO vs equity financing from the standard corporate finance toolbox
  • Theorem 1: Without frictions,
    • an optimal token contract finances the same projects as equity
    • the entrepreneur earns the same rents under the optimal token contract
  • Theorem 2: With entrepreneurial moral hazard,
    • any equity-financeable project can be financed by an optimal token
    • some token-financeable projects cannot be financed by equity
  • ​\(\Rightarrow\) There is economic and conceptual merit to token financing

@financeUTM

andreas.park@rotman.utoronto.ca

slides.com/ap248

sites.google.com/site/parkandreas/

youtube.com/user/andreaspark2812/

A taxonomy of coins vs tokens

Coin

Token

  • native to a blockchain for payment

  • examples: Bitcoin, Bitcoin Cash, Ether, Lumens, Cardano

  • build on top of or linked to an existing blockchain
  • various uses, not just payments

Payment

Utility

Security

Stable coins

The Ugly Truth: Scams

Source: Satis Group LLC

The Ugly Truth: Failure Rate

Source: Morgan Stanley (Nov 2018) “Update: Bitcoin, Cryptocurrencies and Blockchain”

Key: you cannot collect money from just anybody!

The Ugly Truth: Many tokens are securities

Tokenomics: When Tokens Beat Equity

By Andreas Park

Tokenomics: When Tokens Beat Equity

This deck describes the key insights from a recent paper that Katya Malinova and I wrote on token vs. equity financing. The paper is available here: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3286825 and a summary is available here https://medium.com/@park.andreas/tokenomics-when-tokens-beat-equity-aa4c503bc5bd A narrated version is on YouTube: https://www.youtube.com/watch?v=52giUWmgxN0&feature=youtu.be

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