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        <title>Lauren Stephanian</title>
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            <title><![CDATA[The Optimal Token Vesting Schedule]]></title>
            <link>https://paragraph.com/@lstephanian/the-optimal-token-vesting-schedule</link>
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            <pubDate>Wed, 27 Jul 2022 17:51:37 GMT</pubDate>
            <description><![CDATA[Huge thanks to the renowned Karen Ubell at Goodwin Procter LLP for her contributions in providing her legal expertise and to Will Reid at Pantera Capital for providing essential analysis. Thank you also to Michael Dershewitz at Arca and to Anil Lulla and Rob Sarrow at Delphi Digital for kindly sharing their anonymized token vesting data with me. Finally, thank you to Soona Amhaz at Volt Capital and William Fan, Joey Krug, Kyle Canchola, and Ryan Barney at Pantera for their thoughtful suggesti...]]></description>
            <content:encoded><![CDATA[<p><em>Huge thanks to the renowned </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.linkedin.com/in/karenubell/"><em>Karen Ubell</em></a><em> at </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.goodwinlaw.com/"><em>Goodwin Procter LLP</em></a><em> for her contributions in providing her legal expertise and to </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/_will_reid"><em>Will Reid</em></a><em> at </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://panteracapital.com/"><em>Pantera Capital</em></a><em> for providing essential analysis. Thank you also to </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/mikedershewitz?lang=en"><em>Michael Dershewitz</em></a><em> at </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.ar.ca/"><em>Arca</em></a><em> and to </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/anildelphi?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor"><em>Anil Lulla</em></a><em> and </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/rsarrow?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor"><em>Rob Sarrow</em></a><em> at </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://delphidigital.io/"><em>Delphi Digital</em></a><em> for kindly sharing their anonymized token vesting data with me. Finally, thank you to </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/soona?lang=en"><em>Soona Amhaz</em></a><em> at </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://volt.capital/"><em>Volt Capital</em></a> and <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.linkedin.com/in/fanwilliam/"><em>William Fan</em></a><em>, </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/joeykrug"><em>Joey Krug</em></a>, <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/KyleCanchola?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor"><em>Kyle Canchola</em></a><em>, and </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/Ryan__Barney"><em>Ryan Barney</em></a><em> at </em><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://panteracapital.com/"><em>Pantera</em></a><em> for their thoughtful suggestions and review.</em></p><h2 id="h-intro" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Intro</h2><p>Token lockups are a fundamental part of venture funding in crypto. In fact, it’s hard to come by an early-stage crypto company in today’s market that does not have, at minimum, a SAFE / equity note with a token warrant.</p><p>From previous analysis in <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://lstephanian.mirror.xyz/kB9Jz_5joqbY0ePO8rU1NNDKhiqvzU6OWyYsbSA-Kcc">Optimizing Your Token Distribution</a>, we showed that in 2022, on average, around 15% of the total token supply goes to early stage backers of builders in the space - a sizable allocation. But by what mechanism are those tokens distributed to the investors?</p><p>Tokens are notably much more liquid than traditional equity, so founders tend to align incentives by implementing a lockup on the tokens that begins after they are generated/distributed. These lockups can range anywhere between 0 days and several years.</p><p>We often get asked by founders how long a lockup should be, or we see founders set lockups that seem either too long or too short to properly attract the right investors to their cap table.</p><p>Below we’ll be reviewing industry standards by looking into where lockups sit today and how they’ve changed over the past couple of years. We analyzed over 150 data points across 3 funds: <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.ar.ca/">Arca</a>, <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://delphidigital.io/">Delphi Digital</a>, and <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://panteracapital.com/">Pantera Capital</a>.</p><h2 id="h-market-cycles-and-funding-terms" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Market Cycles and Funding Terms</h2><p>The agreements between investors and their portfolio founders have evolved over the years. In the crypto bull run of 2017, the SAFT (“Simple Agreement for Future Tokens”) framework, modeled off of <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.ycombinator.com/documents">YC’s SAFEs</a> (“Simple Agreement for Future Equity”), was created by <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://golden.com/wiki/Juan_Benet-5MEMMB">Juan Benet</a>, <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://golden.com/wiki/Marco_Santori-99B86ND">Marco Santori</a>, and <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://golden.com/wiki/Jesse_Clayburgh-NMGDKNB">Jesse Clayburgh</a> and was released as an open source document available on the <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://github.com/saft-project/saft">SAFT github</a>. They were initially created to do a pre-sale for an ICO at a discount to the public price and were immediately popular; they were adopted by many early protocols, including Filecoin and Kik’s Kin.</p><p>However, as time went on, Kik and other protocols faced potential repercussions for allegedly violating securities laws with their ICOs, and SAFTs fell out of fashion. This was exacerbated when 2017’s bull run gave way to an extended bear market starting in 2018, and (non-crypto native) investors - many of whom got carried away in the excitement of the run up in prices - started to question the value of tokens and shifted to preferring equity. During this most recent bull market in 2021, the spirit of the SAFT has made a comeback in the form of token warrants or token rights agreements, but they’re now typically attached to either a SAFE or an equity investment. The big difference is that SAFTs, when used in the current market, are used for projects that have significantly more clarity on token and protocol features, development and  launch plans and token launch timelines much closer in time to the fundraise. These are used for a single, identifiable token rather than any possible token that a company may issue, whereas token warrants and agreements are generally used to create value alignment between investors and founders in the latter case</p><h2 id="h-token-vesting-trends" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Token Vesting Trends</h2><h3 id="h-vesting-types" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Vesting Types</h3><p>Vesting schedules can be categorized into two different themes: time-based and trigger-based.</p><p>A time-based vest (including the cliff) begins at some agreed upon date, either on the date an agreement is executed or a set period of time following the execution of an agreement. A trigger-based vesting schedule is kicked off after some event. Typically this involves a token generation event, but it can also involve a mainnet launch or the listing of a project token on a prominent exchange. We found, around 70% of token vesting schedules were trigger-based and of those, 65% began after a token generation event.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/53f31e556e3a14472e6c35dd44820559912ef064cbec0c949eb40573dc41f864.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-total-vest" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Total Vest</h3><p>Unfortunately there was a lack of data from 2019 as there weren’t many deals done/recorded in this period, and coincidentally this was the year we started to see more regulatory oversight. In 2020 and beyond, we start to see shorter cliffs combined with longer overall vesting lengths as investors and founders rebound from initial regulatory scares and as founders started to gain leverage leading up to the 2021 bull run.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/e3a49545515440ce32b9d2a3ce403d99b84ec54e5861e49026e5e4f29dc3c17a.png" alt="Lockup length has been increasing over time" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">Lockup length has been increasing over time</figcaption></figure><h3 id="h-vesting-periods" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Vesting Periods</h3><p>The deals analyzed had vesting periods ranging from individual blocks, to monthly, to quarterly, to semi-annually. A surprising portion of these deals vested block-by-block, which is a more recent trend, but the bulk - over a third - vested on a monthly basis.</p><h3 id="h-cliffs" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Cliffs</h3><p>A cliff is a period of time before any tokens are distributed. Cliff lengths in crypto can range from being non-existent to over a year.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/9d9d82703f06cdcf04eabcfef960b773b9083d5e37464c6f2519a02c9fc02bc8.png" alt="Data from the contracts: cliff lengths over time" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">Data from the contracts: cliff lengths over time</figcaption></figure><p>Although the data doesn’t reflect it in the graph above, one year cliffs were quite common in vesting schedules in 2018; terms at this time were often verbal or handshake agreements, but were not officially recorded. These one year cliffs were popular for two reasons:</p><p><strong>Rule 144</strong></p><p>Rule 144 of the Securities Act is the most common “safe harbor” exemption that allows the resale of unregistered securities by an investor without that resale being deemed a distribution on behalf of the original issuer and that investor being deemed a statutory underwriter with associated liability under the securities laws, provided of course that certain conditions are met. One of those qualifying conditions to prevent the resale from being deemed a distribution is that an investor must hold the security for a period of at least one year before any resale. While it doesn’t necessarily impact the lockups per se, the one year holding period helps issuers and resellers comply with securities laws in case the tokens are deemed to be securities later on.</p><p><strong>Effects of SEC v. Telegram</strong></p><p>The SEC targeting Telegram caused founders to put more time and development  into building their protocols, taking care to increase end user, developer, and validator adoption as well as to increase secondary liquidity outside of just the investors themselves. This was to ideally ensure resale at a point in time when the April 2019 SEC factors would point to the token no longer being deemed a security.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/d24c06a91b534d8ed039529ab700a47ab38030086ddc1c03913613d9b55c55f7.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-staking" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Staking</h3><p>Unfortunately there is not conclusive data recorded on whether staking vested and/or unvested tokens was possible. This is typically not written directly into the contract, but some  protocols do allow unvested tokens to be staked.</p><h2 id="h-is-there-an-optimal-vesting-structure" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Is there an Optimal Vesting Structure?</h2><p>With vesting schedules shifting over time, founders and investors alike  may ask, “what token vesting structure is optimal?”</p><p>We defined optimal here to mean a vesting schedule that produces the least negative impact on token price upon each vesting dates and the lowest token volatility over the course of the vesting period.  We note that there may be other reasons - development milestones, decentralization efforts and, perhaps most importantly, regulatory considerations - that may cause common lockup terms in the United States to vary from these findings.</p><p>We reviewed a number of tokens to test the following hypotheses across linear vests (when the token starts vesting at cliff and then vests by block over a set period of time) and specific date vests (when there are specific dates when the token is released):</p><ul><li><p>Comparing linear to specific date vesting:</p><ul><li><p><strong>Hypothesis A:</strong> Linear vests have more volatility over the course of the vesting period than specific date vests</p></li><li><p><strong>Hypothesis B:</strong> Specific date vests have a worse impact on token price at the initial unlock than linear vests</p></li></ul></li><li><p>Comparing specific date vests:</p><ul><li><p><strong>Hypothesis C:</strong> A higher proportion of tokens unlocked at cliff have a lower impact on token price as a result of foresight into potential token dumping</p></li><li><p><strong>Hypothesis D:</strong> Projects that unlock more each period (and so have fewer total vesting dates) experience better maximum drawdowns than projects that unlock less and have more total vesting dates</p></li><li><p><strong>Hypothesis E:</strong> Projects with longer total lockups experience worse price impacts than tokens with shorter total lockups</p></li></ul></li></ul><p>The results were as follows:</p><ul><li><p>For specific date vests, 6-month cliffs are preferable to 1-year, or no cliffs</p></li><li><p>Larger initial unlocks have less negative price impact than smaller initial unlocks</p></li><li><p>Longer gaps between unlocks (up to 6 months), larger unlocks, and shorter total lockup periods show better ‘worst returns’ than shorter gaps, smaller unlocks, and longer lockup periods</p></li><li><p>Linear vesting schedules have lower volatility over the vesting period than specific date vesting schedules</p></li><li><p>Linear vests also showed better impact on price following the initial unlock event than specific date vests</p></li></ul><p>As such, we suggest that founders considering specific date vests over linear vests have a well researched basis for doing so, and founders who still wish to consider specific date vests may consider these findings when determining their vesting structure. <em>Note: this recommendation is based on market effects and preventing volatility, but there may be other important regulatory considerations, such as the Telegram considerations and the possible benefits of complying with the Rule 144 safe harbor framework.</em></p><p>We approached the analysis from a risk management perspective, looking for worst drawdowns rather than maximum positive returns.</p><p>We normalized the data using the daily return of the Bloomberg Galaxy Crypto Index (BGCI) as an index. We calculated the token <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.investopedia.com/terms/b/beta.asp">beta</a> over the vesting period and subtracted the daily returns of the BGCI multiplied by the token beta from our token returns to account for different market conditions over time (in other words, we normalized for the token <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.investopedia.com/terms/a/alpha.asp">alpha</a>).</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/cc152ab259f02925301e9dc40432a65a173ae3b1ed4bcfdae1f1809f204d55cd.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>Where r̂<em>a</em> are the normalized daily log returns of token a, r<em>BGCI</em>  are the daily log returns of the BGCI, and 𝛽<em>a</em> is the beta of asset a relative to the BGCI.</p><p>The tokens were first split into linear and specific date vests (linear vests typically unlock by block over a specified period), and we then assessed the normalized volatility of tokens across their full vesting period. This was to evaluate the hypothesis that linear vests might cause more sustained volatility in the token over time (<strong>hypothesis A</strong>).</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/f0ffd6830b958523c6aafb38bb1598582a082e6aa8ba6c36a9b0f5e8fbd03b0e.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>Our results, ceteris paribus, suggest that there is no clear long-term volatility impact from linear vests when compared with specific date vests; in fact, linear vests demonstrate lower volatility than their counterpart. Additionally, we confirmed our hypothesis that linear vests would have less of an impact on returns at the initial unlock event than specific date vests (<strong>hypothesis B</strong>).</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/050476bd905be007f0b099cd94a66a58627a59efe50d3713a6d06f44d2e57963.png" alt="Linear vests have less of an impact on returns at the initial unlock event than specific date vests." blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="">Linear vests have less of an impact on returns at the initial unlock event than specific date vests.</figcaption></figure><p>Next, we compared specific date vests. To start, we assessed the impact of cliff length and initial unlock amount on the day of, the day after, and one week after, the initial unlock event. Our results suggest that a 6-month cliff is favorable to a 1-year or no cliff, and that, somewhat counterintuitively, unlocking a higher proportion of tokens at the cliff is favorable to smaller unlocks (<strong>hypothesis C</strong>). To explain this, we hypothesize that projects with smaller unlocks have foresight into the likely ‘dumping’ behavior of their investor base, and are looking to minimize sell pressure by unlocking fewer of their tokens.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/8ec67f53075d0be58f4430cc44de00feec99b546d61b905fc289a80f53f2fbd0.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>Finally, we looked at the effect on token price of the amount unlocked at each vesting date following the initial unlock, the gap between unlock events, and the total lockup period. To do this, we looked at each unlock event following the initial unlock and recorded the worst daily normalized return for the day of, the day after, and the week after, an unlock event.</p><p>Our results suggest that longer gaps between unlock events (up to 6 months), larger unlocks each period (although this signal is less clear), and shorter overall vesting periods are favorable if the goal is to minimize significant price impacts around unlock events (<strong>hypotheses D and E</strong>).</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/b2d70dc942861210c006abaa2b8340a447720adc99c8d4f183f598407d1cff06.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/419e16e3b52e17cb8c194c7b2d0bfae95f5afb8eb758287b652287202cc035b4.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h2 id="h-conclusion" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Conclusion</h2><p>As of mid-2022, things seem to be swinging back into the favor of investors given the bear market and the amount of leverage crypto investors have with their <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.axios.com/2022/05/25/andreessen-horowitz-raises-45-billion-for-record-breaking-crypto-fund">fresh dry powder</a> and decreasing competition from generalist funds. We have already seen lower prices, and this is likely to correspond with terms more favorable to investors, such as shorter lockups, at least for now.  On the other hand, an increasingly more hostile regulatory environment in the United States may yield minimum cliffs of one year and longer lockups as issuers and investors face uncertain future treatment of all crypto assets.</p><p>We would advise any founders reading this to discuss their token vesting schedules with their investors and industry experts with regard to additional tokenomic considerations not covered here. However, our analysis has some preliminary directional indications of the return impact of different vesting schedules, and suggests that linear vesting is favorable to specific date vesting if the goal is to minimize selling pressure at cliff dates and to reduce token volatility over the vesting period. Additionally, we would advise all founders reading this to consult with legal advisors to discuss whether regulatory considerations and protections, such as Telegram considerations, the factors outlined in SEC guidance and the possible benefits to the issuer and investors of complying with the Rule 144 safe harbor framework, may support longer cliffs and longer total lockups to allow for further development and decentralization.</p><h2 id="h-future-considerations" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Future Considerations</h2><p>Analysis not included in this post that I’d love to explore in the future:</p><ul><li><p>Lockups by category (defi, web3, etc)</p></li><li><p>Longer duration of data collection to analyze overall trends over the years</p></li><li><p>OTC lockups</p></li><li><p>Difference in lockups by stage</p></li><li><p>Further data on staking availability during lockup</p></li></ul><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/2959da3213964c2d15d357bb963980c8e0cc32a6a5ee46c426698aa36f439631.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><p><strong><em>-</em></strong></p><p><strong>About The Author</strong></p><p>Lauren is a partner <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://panteracapital.com/">Pantera Capital</a>, one of the earliest institutional crypto-focused investment firms, where she’s worked for over four years. She’s also a solidity dev with a passion for data. Prior to joining Pantera, she worked in trading at Bank of America and before that was a software developer at a trading and investment platform. She holds a degree in computer science from Columbia University.</p><p>If you are looking for investment or would like to discuss a project you’ve been working on, please get in touch!</p><p>-</p><p><em>General Disclaimer: This article and the contents in this article are for general informational purposes only, are not and should not be relied upon in any manner as investment, financial, business, legal, accounting or tax advice, are not a recommendation to buy or sell any security, digital asset, cryptocurrency or token, and should not be used in the evaluation of the merits of making any investment decision. This article represents my own personal views, not those of any firm, entity or organization with which I am, have been or become associated, including Pantera Capital Management Puerto Rico LP or its respective affiliates (collectively, “Pantera”). This article does not contain any advertisement for Pantera’s investment advisory services, or any other services or products, whether provided by Pantera or otherwise. Any projections, estimates, forecasts, targets, prospects and/or opinions expressed herein are subject to change without notice and may differ or be contrary to opinions expressed by others. Information contained in this document is believed to be reliable, but no representation is made regarding such information’s fairness, correctness, accuracy, reasonableness or completeness.</em></p>]]></content:encoded>
            <author>lstephanian@newsletter.paragraph.com (Lauren Stephanian)</author>
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            <title><![CDATA[Optimizing Your Token Distribution]]></title>
            <link>https://paragraph.com/@lstephanian/optimizing-your-token-distribution</link>
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            <pubDate>Tue, 04 Jan 2022 19:30:46 GMT</pubDate>
            <description><![CDATA[Co-authored with Cooper Turley The core tenet of any web3 project is a token. Operating as the centerpiece of the ecosystem, tokens are the new form of equity. Tokens typically carry governance rights, and allow community members to participate in a product, service or protocol as a co-owner and key decision maker of a shared treasury. Since 2013, founders have had to think about who to allocate tokens to and how to maximize not only the distribution, but also the “value-add” their holders pr...]]></description>
            <content:encoded><![CDATA[<p><strong>Co-authored with </strong><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/Cooopahtroopa"><strong>Cooper Turley</strong></a></p><p>The core tenet of any web3 project is a token.</p><p>Operating as the centerpiece of the ecosystem, tokens are the new form of equity. Tokens typically carry governance rights, and allow community members to participate in a product, service or protocol as a co-owner and key decision maker of a shared treasury.</p><p>Since 2013, founders have had to think about who to allocate tokens to and how to maximize not only the distribution, but also the “value-add” their holders provide.</p><p>Teams typically allocate chunks of the supply to certain types of holders - creating a schema that contextualizes how tokens are earmarked for different user groups.</p><p>We explored key trends of token distributions - stemmed from data of pitch decks, medium posts, and github readmes dating back to 2013.</p><p>Here’s what we found.</p><p><em>Please note: This report was published as of January 2022 using publicly available information as well as aggregated and anonymized private data points. The authors of this report did not independently verify the accuracy of these distributions today.</em></p><h2 id="h-key-trends-for-token-buckets" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Key Trends for Token Buckets</h2><p>Token distributions can be broken down into 6 main segments:</p><ul><li><p>Community Treasury</p></li><li><p>Core Team</p></li><li><p>Private Investors</p></li><li><p>Ecosystem Incentives</p></li><li><p>Airdrop</p></li><li><p>Public Sale</p></li></ul><p>We aggregated distributions across 60 projects and protocols to create a comprehensive analysis of notable trends.</p><h3 id="h-treasury" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Treasury</h3><p>Retained for future distribution through governance. Treasury tokens are often viewed as the project&apos;s “reserve pool” - allocated to different stakeholders through voting proposals.</p><p>Treasury allocations have fluctuated over time but have generally increased. In 2016, the average allocation dedicated to the treasury was around 20% but this has grown to over 40% in 2021.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/c7dc95f911597229688bc549b337239da1e8627ca176fbff142896957abc664e.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-core-team" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Core Team</h3><p>Reserved for founders, past and future employees. These tokens are subject to the longest lock-ups, and generally reflect the team’s equity ownership of the company issuing the token.</p><p>Team allocations have been trending up - starting from 5% in 2013 to around 20% in 2021.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/a2b143dfec96d463c20d5307f462ede331f01506ef87a241cec47d008f6d4004.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-private-investors" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Private Investors</h3><p>Allocated to capital providers who have purchased equity that later converted to tokens, or tokens directly. These tokens are also subject to lock-ups, generally in line with the core team.</p><p>Private Investor allocations have been trending down – falling from 25% in 2013 to around 15% in 2021.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/b48c0b500f6cb4bc901f2f3096bffbc8cd45f776dc264951b1d2a7ca33916619.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-ecosystem-incentives" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Ecosystem Incentives</h3><p>Earmarked for growth programs at launch. Ecosystem Incentives are typically programmed at launch, allowing users to earn from a pre-designated pool of tokens. Incentives have emerged as an alternative to public sales, including growth programs, liquidity mining and yield farming.</p><p>Ecosystem Incentives have increased massively - from 0% in 2016 to over 20% in 2021.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/b53da6d7c6f488062956aa252bbbe64c7834578d584933aef9081d9d489c7ac8.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-airdrops" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Airdrops</h3><p>Rewarded to past users for value-added actions. Airdrop tokens are liquid at inception, claimable based on a pre-set allocation for each address designed by the core team.</p><p>Airdrops grew in popularity during the run-up of 2017 and peaked in 2018.</p><p>After a brief cool-off, Airdrop allocations have increased in recent years - from nearly 0% in 2019 to 15% in 2021.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/8df76c6edd31abb2c912828dd20bc75fdc340b28b263daa18bfe61e05c3e1301.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-public-sales" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Public Sales</h3><p>Sold to the general public. Formerly referred to as the “ICO” portion of the supply, Public Sale tokens are sold at launch, and liquid at inception.</p><p>Public sales has fallen drastically - starting from 25% in 2013 to close to 0% in 2021.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/e49a01b6bb7444210676f8395f026399604ad26e7206e10ea33993438a586be8.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h2 id="h-token-distributions-by-project-type" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Token Distributions by Project Type</h2><p>Each project requires a unique distribution.</p><p>Here’s how they stacked up across the board.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/bf8a9f8263c98db2b8d93916b7d2fba7e8ba2d042e25ae3ccd093d66ec39888b.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-layer-1s-and-layer-2s" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Layer 1s and Layer 2s</h3><p>Layer 1s and Layer 2s tended to dedicate the largest portions of their token supply to early stakeholders and their public sale.</p><p>These projects are generally from earlier cohorts, meaning projects generally raised capital at a time when public sales were more en vogue.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/ef4ea7b489f7f2bac81fc44da3364fef74fa8a5f5338b0ef55c5cbde8e0dfbf9.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-dapps" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">DApps</h3><p>For DApps, Team allocations hovered around 20%, while Investors sat around 15%. Around the same portion of tokens were reserved for Ecosystem Incentives.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/8f617aeb992f8df90fe40f14ef9694d78dcc91c0c4d953dddf80b5981440119e.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h3 id="h-daos" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">DAOs</h3><p>DAOs dedicated less to the Team - averaging around 10%. A minimal amount was typically allocated to Investors at around 5%, and the largest portion went towards Treasury and Ecosystem Incentives.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/9dcf81cb27feca3a79b009a984ef07548ec751a8ad55bbb0a057c68661019ea7.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>In 2021, we saw a clear shift of tokens favoring the community. Whether it was an airdrop, Ecosystem Incentives or the Treasury - DAOs were the driving force behind this change.</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/6eb8c5a127354c91a431731c643020205b38d0716c9e076baf62a27d4e1900fd.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><h2 id="h-optimal-token-distribution" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Optimal Token Distribution</h2><p>So - where does this leave us today?</p><p>For teams launching a token in 2022 - here’s our suggested token distribution:</p><figure float="none" data-type="figure" class="img-center" style="max-width: null;"><img src="https://storage.googleapis.com/papyrus_images/a18813a835c7dd51e1e953f77138e67869daba9bd0de55955d327bb776fea0c7.png" alt="" blurdataurl="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACwAAAAAAQABAAACAkQBADs=" nextheight="600" nextwidth="800" class="image-node embed"><figcaption HTMLAttributes="[object Object]" class="hide-figcaption"></figcaption></figure><p>Notice that Team and Investors were allocated the same amount, giving projects flexibility to go heavier in one direction or another relative to what’s being prioritized.</p><p>Reserving 50% for the Treasury seems to be common practice, though that percentage should increase or decrease relative to allocations for an Airdrop or Ecosystem Incentives.</p><p>0% of tokens were earmarked for Public Sales. In the event there is a Public Sale, those tokens should be pulled directly from Team, Investor and Community Treasury - in that order.</p><p>Last but not least, 10% earmarked to early earning opportunities through Ecosystem Incentives is a great way to build a value-added community.</p><p>In aggregate - this distribution should serve as a rough benchmark for your team to build off of in 2022.</p><h2 id="h-key-takeaways" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">Key Takeaways</h2><p>While web3 is ever-evolving, this bull run has shifted the dynamic for all participants.</p><ul><li><p>Investor allocations are decreasing.</p></li><li><p>Team allocations are increasing.</p></li><li><p>Airdrops have become a cornerstone of most distributions.</p></li><li><p>Public Sales have all but disappeared.</p></li><li><p>DAOs have shifted the majority of ownership to the Community Treasury and Ecosystem Incentives.</p></li></ul><p>A competitive investor market means teams are raising at higher valuations and decreasing investor ownership. With <a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://www.bloomberg.com/news/articles/2021-12-19/ftx-moonpay-axie-lead-crypto-firms-attracting-record-30-billion-in-2021?srnd=markets-vp&amp;sref=aInCMkkj&amp;utm_source=Iterable&amp;utm_medium=email&amp;utm_campaign=campaign_3421587">over $30b of venture capital invested into crypto this year</a>, founders currently have the upper hand when it comes to negotiation leverage.</p><p>A few years ago, founders reserved ~5% for themselves and their early team. In 2021, founders reserved ~20%, more in line with traditional venture equity models.</p><p>While ownership for investors has decreased; they still average 15% of the total token supply, down from 25% a few years ago.</p><p>We’ve noticed a direct uptick in tokens allocated towards the community – specifically through airdrops. Airdrops have seen a resurgence in popularity and have turned into a major inflection point for any token launch today.</p><p>On the back of legal scrutiny, Public Sales have been replaced by reserves for a Community Treasury, and earmarked Ecosystem Incentives for value-added actions.</p><p>The most plausible reason is the proliferation of DAOs, which have seen an explosion in interest from crypto-native individuals and newcomers alike.</p><h2 id="h-whats-next" class="text-3xl font-header !mt-8 !mb-4 first:!mt-0 first:!mb-0">What’s Next?</h2><p>As a token founder, it’s important to recognize that these dynamics will shift as the market evolves.</p><p>In a bull market, founders have the upper hand. In the bear market, investors have the upper hand.</p><p>The one common denominator is the community. If one thing holds true, it’s that we’re constantly seeing the community walk away with over half of a token distribution - even if that distribution is meant to be allocated based on governance.</p><p>This call for contributors places a strong emphasis on those capable of capital allocation and operations - namely when it comes to treasury management and diversification.</p><p>Outside of direct governance, we’re seeing ownership go towards those creating meaningful value for a product, community or protocol. Instead of optimizing for secondary market liquidity or fundraising, we’re noticing a clear intention to put tokens directly into the hands of those who are consistently creating value for a given network.</p><p>As we head into a new year, expect more token distributions to favor active contributors - less towards those merely providing capital.</p><p>While the above data is not all-encompassing, we hope this report can provide stronger conviction in mapping your token distribution.</p><p>We encourage you to reach out with feedback, and look forward to reviewing these trends again in the years to come.</p><p>Until then - with great tokenization comes great responsibility.</p><p>Allocate accordingly!</p><p>—</p><h3 id="h-co-authored-by-cooper-turley-and-lauren-stephanian" class="text-2xl font-header !mt-6 !mb-4 first:!mt-0 first:!mb-0">Co-authored by Cooper Turley and Lauren Stephanian.</h3><p><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/Cooopahtroopa">Cooper</a> - Token distributions are something that feels obvious in hindsight, but extremely nuanced at inception. Having designed a number of tokens, this report looks to give teams a strong guiding light, while offering insights as to why tokens of the past were structured in the way they were. For newer web3 communities - I’m hopeful this article can help catch up on nearly 10 years of token distributions in a few minutes. I’m actively designing tokens through Fire Eyes DAO, and investing in founders as an angel and a Venture Partner at Variant. If this subject is of interest to your community, please reach out!</p><p><a target="_blank" rel="noopener noreferrer nofollow ugc" class="dont-break-out" href="https://twitter.com/lstephanian">Lauren</a> - Determining token distributions has always been a critical decision for crypto founders as aligning incentives can set a protocol up for long term success. Investing into crypto companies and protocols at Pantera Capital for the last four years and watching older cohorts of crypto protocols mature, I’ve seen first hand the importance of getting it right. I’m hopeful this report provides some insight into both historic trends and what’s important to today’s crypto founders. I invest into founders building innovative technology in the crypto space. If you are looking for investment or would like to discuss a project you’ve been working on, please get in touch!</p>]]></content:encoded>
            <author>lstephanian@newsletter.paragraph.com (Lauren Stephanian)</author>
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