Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (2024)

Table of Contents
Consensus Layer Rewards Where do staking rewards come from? Making Votes‍ The Good, the Bad, and the Data - Stories from the data in our Consensus Layer Analysis Highest expected APR for validators Beacon Chain finality issues ‍‍Proposer missed slots Table of contents Subscribe to our newsletter to receive weekly insights, straight in your inbox Related articles Block Scholes x Bybit Crypto Derivatives September 11th Crypto Derivatives 10th September 2024 Block Scholes x Bybit Crypto Derivatives September 4th Crypto Derivatives 3rd September 2024 Block Scholes x Bybit Crypto Derivatives August 28th Block Scholes x Bybit Crypto Derivatives August 22nd Crypto Derivatives 20th August 24 Block Scholes x Bybit Crypto Derivatives August 14th Crypto Derivatives 13th August 24 Bybit x Block Scholes: The Bitcoin Rally May Not Yet Be Over Block Scholes x Bybit Crypto Derivatives August 6th Crypto Derivatives 6th August 24 SOFA Structured Products: EARN & SURGE Block Scholes x Bybit Crypto Derivatives 19th July Crypto Derivatives 23rd July 24 Crypto Derivatives 16th July 24 Block Scholes x Bybit Crypto Derivatives 12th July Crypto Derivatives 9th July 24 Crypto Derivatives 2nd July 24 Crypto Derivatives 25th June 24 DeFi Analytics 19th June 24 Crypto Derivatives 18th June 24 DeFi Analytics 12th June 24 Crypto Derivatives 11th June 24 Crypto Derivatives 4th June 24 Crypto Senti-Meter: A Derivatives Sentiment Index Crypto Derivatives 28th May 24 Ethereum’s New Gas Market Paradigm Crypto Derivatives 21st May 24 DeFi Analytics 16th May 24 Crypto Derivatives 14th May 24 DeFi Analytics 8th May 24 Crypto Derivatives 7th May 24 DeFi Analytics 1st May 24 Crypto Derivatives 30th April 24 DeFi Analytics 25th Apr 24 Crypto Derivatives 23rd April 24 DeFi Analytics 17th Apr 24 Crypto Derivatives 16th April 24 DeFi Analytics 11th Apr 24 Crypto Derivatives 9th April 24 DeFi Analytics 4th Apr 24 Crypto Derivatives 2nd April 24 DeFi Analytics 27th Mar 24 Crypto Derivatives 26th March 24 DeFi Analytics 20th Mar 24 Crypto Derivatives 19th March 24 Crypto Derivatives 12th March 24 DeFi Analytics 6th Mar 24 Crypto Derivatives 5th Mar 24 DeFi Analytics 28th Feb 24 October 2023 Crypto Volatility Review Crypto Derivatives 27th Feb 24 DeFi Analytics 21st Feb 24 Crypto Derivatives 20th Feb 24 Maximal Extractable Value Ethereum's Gas Mechanics THE MERGE Crypto Derivatives 13th Feb 24 Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards Ethereum Staking Deep Dive: Analysing Execution Layer Rewards & MEV

Last Updated:

February 15, 2024

10 min read

Ethereum has emerged as a prominent and transformative force in the world of blockchain and decentralised finance, revolutionising the concept of digital currencies and paving the way for countless innovative applications. With its robust infrastructure and vibrant ecosystem, Ethereum continues to captivate the imagination of developers, entrepreneurs, and investors alike with an evolving ecosystem. As part of that evolution, the Ethereum Foundation has released a roadmap of planned upgrades, intended to enhance the network’s scalability, security, and sustainability. The transition from a Proof-of-Work (PoW) consensus mechanism to a Proof-of-Stake (PoS) model in the Merge was the first (and maybe most ambitious!) of these upgrades. Completed in mid-September 2022, the shift required a stunning feat of blockchain and community engineering to put an end to Ether mining and instead derive the blockchain’s security and reliability from staking. After over two and a half years since the genesis block of the Beacon Chain, and ten successful months of PoS-powered blocks post the Merge, Ether staking has grown from infancy to an established & maturing practice.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (1)

After nearly three months since it’s most recent update, we feel it is important to take stock of the action so far and dig into the vast amount of data generated by Ethereum's consensus protocol - the Beacon chain. To do so, Block Scholes has teamed up with Twinstake, the market-leading institutional staking provider. Combining our deep, analytical crypto-research framework with Twinstake’s staking experience & rich staking data sets, we will build a solid understanding of Ethereum’s staking incentives, mechanisms, performance and risks from the ground up. Armed with this foundation, we intend to explore the future of institutional Ethereum staking.

This report is the first instalment of a three-part series, where we will dive deep into:
Part 1: Predictable workings of Consensus Layer rewards.
Part 2: Exciting Execution Layer rewards, and the drivers of the high variance of their performance.
Part 3: The future of Ether staking a building block, on which further financial and technological innovations will be constructed.

We hope that you’ll enjoy this series and that our collaborative efforts traversing the realms of theory and practice will inspire you to join the exciting journey of Ethereum staking.

Consensus Layer Rewards

Where do staking rewards come from?

Stakers can expect to earn a 3.78%* APR from Consensus layer rewards alone.
*From an observed validator set size of 650,471, recorded at epoch 213,000 - 04:00 UTC 6th July 2023.

Since the Merge in September 2022, the Beacon chain and its validators have been responsible for creating new blocks, validating them, and adding them to the blockchain. By staking ETH tokens and taking part in this operation, users are given the opportunity to earn an expected APR of 3.78%* on their stake. This rate is earned by performing several different activities, each corresponding to an action that helps the performance of the consensus protocol.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (2)

Our Goal

We aim to break down the total rewards earned by stakers on Ethereum’s Beaconchain since the execution layer was merged into the consensus layer - then compare them with the theoretical maximum rewards that are promised by the protocol. To do so, we will make a distinction between the rewards that a staker earns into two categories:

  1. Rewards that are paid to a staker from the consensus layer. These rewards are payments of newly minted ETH to stakers for performing duties that keep the protocol operating correctly and confirming and finalising blocks when they are proposed. We will refer to these as “consensus layer” rewards*:
*From an observed validator set size of 650,471, recorded at epoch 213,000 - 04:00 UTC 6th July 2023.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (3)

  1. Rewards that are earned through transactions on the execution layer. These rewards are either paid by an ETH user paying a higher transaction fee to incentivise the proposer to include their transactions, or payments received from block builders to propose their preferred block. These include:
  • Priority Tip Rewards**: Making sure to add specific transactions that have paid priority incentives to the block proposer.
  • MEV Rewards**: Using specialised external block builders to order and bundle transactions in a way that maximises value from transactions.
** Execution layer rewards are to be analysed in the sequel to this report.

We will first explore the source of and drivers behind each Consensus Layer reward available to stakers. In the sequel, we will explore the art of maximising Execution Layer rewards, which promise much higher APRs for the skilful staker.

An Annualised Percentage Rate

To fairly compare each source of staking reward, we will first recover the raw, ETH-denominated payment to a staker for each activity for every slot and epoch observed in our data. We then calculate the return that this generates on an assumed balance of 32 ETH - the minimum required stake by an Ethereum staker. This figure is annualised by multiplying it by the number of periods that a validator can be expected to receive that reward per year.

The rewards granted for making votes, Chain Head, Source, and Target votes are available once every epoch and the size of the reward or penalty granted is dependent only on the validator’s performance. For these rewards, we multiply by 82125 (the number of epochs in a year), which assumes no compounding on rewards.

Other rewards, such as those earned by proposers and sync committee members are only available at random opportunities. In these cases, we will instead display the distribution of rewards scaled by the expected number of opportunities to earn them in a year and quote the unconditional distribution’s mean and standard deviation by applying the laws of total expectation and variance respectively.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (4)

Empirically, we recorded the following statistics of the rewards earned since theMerge. Some historical values are larger than the values quoted above because there has been an increasing number of validators activating nodes on the Beacon chain, and some are lower due to less-than-optimal performance by validators.

Making Votes

Rewards are most commonly earned from Chain Head, Source, and Target votes.

Every 32 slots, the full set of active validators are spread evenly across each slot that makes up the epoch.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (5)

A new block is created in each slot and proposed to the validators that have been assigned to it. This means that each validator will be required to perform this vote (and has the opportunity to earn its rewards) in one slot per epoch. In that slot, they are asked to make two types of votes:

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (6)

*From an observed validator set size of 650,471, recorded at epoch 213,000 - 04:00 UTC 6th July 2023.

The Finality Votes (source & target votes) are sent together as a pair of votes that are rewarded separately.

Chain Head Votes - Voting on the most recent valid block.

This vote (which we call the Chain Head Vote) asks validators to choose the latest valid block that they have heard proposed so far. They will do so after listening for anew block that is proposed in their slot and considering if:

  • They have heard the newly proposed block
  • They have heard the newly proposed block in time
  • The transactions in the block are valid
  • They agree with the choice of an existing block to which to append the new block

If the new block satisfies all conditions, they will vote for it as the head of the chain.Otherwise, the validator can vote for any other block proposed in the past. The validators who voted for the winning block are rewarded when the votes they cast are included in the block that is proposed in the very next slot (that itself agrees with the view of the vote).

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (7)

Their vote must be heard by the proposer within 12 seconds to be included in the very next block and earn a reward. It doesn’t matter if their vote was not included in this block because the vote was late, the proposer in the immediately subsequent block did not propose a block, or the block that was proposed was on a minority chain or otherwise invalid: the chain head vote is worthless and earns no rewards for the validator who made it.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (8)

If the validators make their vote within 12 seconds and it is successfully included in the block that was proposed in the immediately subsequent slot, then they are entitled to the maximum reward, which is dependent on the number of validators that were active, N, during that epoch and the proportion of validators that agreed with their vote.

Finality Votes - What stops validators from reverting lots of transactions?

To stop validators from suddenly choosing blocks very far in the past as the head of the chain (thereby undoing all of the transactions in the blocks that have been added to the chain since that block) the Beacon chain also asks validators to periodically “lock-in” chunks of blocks that have already been validated - and calls these blocks finalised.

This means that the network cannot later pick a block upstream of this block as the head of the chain without incurring a significant penalty to staked ETH balances. This does not stop reversions from happening - but it does make them prohibitively expensive. Sent to the network at the same slot in the epoch as their vote to determine the head of the chain, the two finality votes asked of validators are:

  1. A Source Vote that picks the block at the start of the chunk of blocks to be finalised.
  2. A Target Vote that picks the end of the chunk of blocks to finalise.

Validators are rewarded for making these votes in the same way that they are for chain head votes, but if they do not include a correct vote within the required number of slots they can be penalised by having ETH taken and burned from their staked balance. The size of the rewards for valid source and target votes is the same as the size of the penalties for late or invalid votes.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (9)

To earn the source reward, the vote message must include a valid source vote and be included in a block proposed in one of the next 5 slots - otherwise, the validator is penalised by the source reward amount. To earn the target reward, the vote message must include both a valid source vote and a valid target vote, and be included in a block proposed in one of the next 32 slots. If the source vote is incorrect, then the validator receives both penalties and no rewards.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (10)

The theoretical maximum reward paid for source & target votes (currently 2.36%*) is noticeably higher than those paid for chain head votes (now 0.83%*). This corresponds to the importance placed by the protocol on agreeing on finality for the Beacon chain.

*From an observed validator set size of 650,471, recorded at epoch 213,000 - 04:00 UTC 6th July 2023.
Sync Committees - Lightening the load on nodes.

Ethereum’s Beacon chain allows some nodes to run light clients which require nodes to store far less data. Those clients do not have access to data regarding all validators on the network and so are unable to verify blocks based on validator votes. Instead, light nodes can verify the head of the chain simply by checking the signatures of the members of a Sync Committee.

Sync committees are a randomly selected subset of 512 validators that earn extra rewards by signing block headers that are at the head of the Beacon chain and broadcasting it to the network - much like the chain head votes that each validator makes once per epoch. They do this at each slot for 256 consecutive epochs (just over 27 hours) before another 512 validators are selected to perform sync committee duties for the following 256 epochs.

Members can vote for any block they want as the head of the chain without incurring penalties - as long as their signatures are included onchain in the subsequent block. The penalty they receive for missing a vote is equal in magnitude to their potential reward, both of which are dependent on the total number of validators on the network as well as their total effective balance. Unlike chain head and source & target rewards, the size of sync committee rewards increases with the number of active validators. However, the probability of being picked as a sync committee member decreases.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (11)

Including Votes in Blocks - Earns larger rewards, but happens less frequently.

The blocks that are proposed to the network of validators in each slot are created by a single randomly selected validator, the Proposer. It is their job to listen to transactions submitted by users, validate them, and include them in a block that is voted on by the other validators. They are also rewarded for collecting chain head, source, and target votes that were made by validators voting on blocks proposed in previous slots and including them in the blocks they propose.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (12)

The reward they earn is directly proportional to the rewards paid to validators for making those votes. As most of the rewards earned by validators are dependent on the number of votes made by other validators that agree, so too are the rewards earned by a proposer for recording them. Occasionally there is the opportunity to earn higher rewards for this action, when the previous block was missed and there are more unrecorded votes for the proposer to include.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (13)

The rewards earned by proposers are just as deterministic as the rewards that we have discussed so far. It is the probability of being chosen to perform the tasks that earn the rewards that is probabilistic. Validators are chosen for this task according to the proportion of the total staked balance they control on the Beacon chain, so (assuming that each validator has staked 32 ETH each) can expect to have the opportunity to propose a block 4.04* times a year.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (14)

*From an observed validator set size of 650,471, recorded at epoch 213,000 - 04:00 UTC 6th July 2023.

The Good, the Bad, and the Data - Stories from the data in our Consensus Layer Analysis

Highest expected APR for validators

Target votes provide the highest expected APR for validators.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (15)

  • Target votes offered the highest expected rewards of all validating duties, with source and chain head votes close behind with similar distributions.
  • The nominal reward available to a proposer for performing proposer duties is much higher than the rewards granted for performing routine voting actions (head, source and target votes).
  • The small probability of being chosen to propose a block at all means that the expected APR for including votes was lower than that of chain head votes alone at just 0.51%, compared to 0.84%.
  • This is also true of sync committee rewards, which earn validators a nominally larger amount of ETH (if they have been picked) than any other vote they cast on the network.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (16)

Validators missed potential vote inclusion rewards the most.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (17)

  • If a proposer misses their chance to include a valid block in their slot, the votes that it would have included can be picked up and included in a block by a later proposer. Including the extra missed source & target rewards provide a boost to the maximum reward a proposer can earn.
  • Whilst blocks are regularly missed, it is not the intended behaviour of the chain - typically, the maximum reward available to a proposer is just under half of this value.
  • The variance between those levels shows blocks that have included some-but-not-all of the votes that were missed in the slot before it.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (18)

Beacon Chain finality issues

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (19)

  • In May, a bug in a client implementation of the Beacon chain protocol caused validators to disagree on which block was at the head of the chain.
  • This meant that fewer validators were able to submit a timely vote and fewer validators correctly voted in the same way as the eventual winner of the slot vote.
  • As a result, the average reward paid to validators was lower due to more validators missing their 12-second vote time slot and fewer voters voting for the same blocks, with penalties applied in the most extreme cases of missed source & target votes.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (20)

  • One cause of the loss in rewards was the drop in the participation rate of validators across the network.
  • A lower participation rate on the network indicates that there were fewer validators voting in the same direction as the “winning” votes.

Proposer missed slots

Proposers missed their slot more often early in the epoch.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (21)

  • Proposers selected by the network are allocated to produce blocks in one of the 32 slots available in an epoch.
  • We found that proposers were more likely to miss their slot earlier in the epoch - with the second slot the most commonly missed slot.
  • Three slots in, or after 36 seconds, proposers were much more reliable in completing their proposal duties on time.

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Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (22)

Andrew Melville

Research Analyst

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Futures: Future-implied yields have recovered from their spike lower, but continue their downward trend over the month. Perps: Despite the recent bearish price action, we don’t see a widespread or persistently negative funding rate in perpetual swap markets except for TON. Open Interest in majors has fallen during the period of spot market volatility as traders close out positions Options: ETH volatility trades at a 10–15 point premium to BTC’s at all tenor points on the term structure, has recovered its volatility smile skew toward OTM calls much faster than BTC, and has seen incredible trade volumes in calls that far outweigh the activity in its puts. ETH derivatives markets continue to reflect different positioning when compared to BTC, which may be linked to hopes and expectations of the imminent launch of its first Spot ETFs in the U.S. However, ETH’s volatility premium above BTC is not a new phenomenon, and is also reflected in the increased realized volatility with which it has moved for much of the past month.

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Crypto Derivatives 9th July 24

The latest venture of spot prices down to the bottom of their range has seen volatility levels at short tenors spike while traders rush to protect against further downside price action. While funding rates has remained steadily positive and short tenor future-implied yields have recovered some of their lost ground, volatility smiles remain skewed towards OTM puts and short tenor volatility has not fallen back from the levels of longer dated tenors. ETH retains its 10 vol point premium over BTC volatility at equivalent tenors and its term structure trades much flatter, continuing a trend that we have seen several times over the past month of range-bound price action.

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Crypto Derivatives 2nd July 24

As spot prices trade at their lowest levels since early May, we see a stark divergence in the sentiment priced in by BTC and ETH options markets. ETH continues to trade with a 10-15 volatility premium across the term structure, and the most recent move lower in spot prices has seen BTC vol smile skew turned decidedly bearish at short tenors while ETH smiles skew neutral or towards calls at all tenors. While the fall in future-implied yields has recovered to last weeks levels, funding rates in the two majors have repeatedly charged short positions since the 9th June -- a phenomenon that we observe across perpetual-swap markets.

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Crypto Derivatives 25th June 24

As spot prices trade at their lowest levels since early May, we see a stark divergence in the sentiment priced in by BTC and ETH options markets. ETH continues to trade with a 10-15 volatility premium across the term structure, and the most recent move lower in spot prices has seen BTC vol smile skew turned decidedly bearish at short tenors while ETH smiles skew neutral or towards calls at all tenors. While the fall in future-implied yields has recovered to last weeks levels, funding rates in the two majors have repeatedly charged short positions since the 9th June -- a phenomenon that we observe across perpetual-swap markets.

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DeFi Analytics 19th June 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 18th June 24

Yields implied by futures prices have declined over the past week, steepening term structures that have experienced several inversions in the past month. The reduction in leverage has been more pronounced for BTC compared to ETH, as ETH's perpetual swap funding rate remains active but below the levels observed at the end of May. Volatility expectations are trending slightly upward, in line with the increased market choppiness over the last week, and ETH volatility markets continue to command a premium. Reflecting their futures markets, ETH's skew indicates slightly more bullish positioning than BTC's, with both vol smiles moving closer to neutral for shorter-dated expiries.

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DeFi Analytics 12th June 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 11th June 24

With BTC failing once again to break range highs, implied vol at the front-end of the term structure for both majors has increased over the last week, whilst vol at the back-end has either drifted lower, or continues to trade sideways. This had led to a more compressed term structure. The vol smile skew for BTC has largely traded sideways, and still remains skewed towards OTM calls. However, ETH is skewed towards OTM puts at short-dated tenors as implied vol for OTM puts has risen approximately 8% over the last week. In addition, demand for leveraged long exposure has fallen as investors look to exercise caution following BTC’s inability to break range highs. Annualised yields have fallen across the term structure, and funding rates continue to trade close to zero.

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Crypto Derivatives 4th June 24

With few macro and crypto-specific events on the immediate horizon, volatility has largely continued to trade sideways in both majors over the past week as spot prices trade near range highs of $68.9K and $3.8K. The vol smile skew for BTC and ETH at short-dated tenors has increased from previous neutral levels, as implied vol for OTM puts has fallen. Over the past month, demand for leveraged long exposure in both majors has increased as futures yields have risen consistently, indicating that investors are willing to pay a premium above spot price in order to gain exposure to the underlying asset. Over a shorter lookback period of a few days, yields at short-dated tenors have fallen in both majors, although the long term trend remains intact.

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Crypto Senti-Meter: A Derivatives Sentiment Index

Block Scholes' Crypto Senti-Meter aggregates several measures metrics to measure the sentiment expressed by crypto-asset derivatives markets. Our index methodology leverages 4 years of advanced derivatives analytics, and is strongly correlated with movements in spot prices.

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Crypto Derivatives 28th May 24

Volatility has fallen across the term structure in both majors over the past week as they continue to trade near range highs of $68.9K and $3.9K. Following the news of an upgrade in the probability of an Ethereum ETF, implied vol spiked at the front-end, inverting the term structure. This inversion has since corrected itself, with implied vol at the front-end falling. BTC’s vol smile skew has fallen to more neutral levels as implied vol for OTM calls falls, indicating reduced short-term bullish sentiment. However, ETH is heavily skewed towards calls due to implied vol for OTM puts falling, as investors reposition themselves due to the recent ETF news. Demand for leveraged long exposure, which is stronger in ETH, fell at the start of the week, as indicated by spot yields, before rising again at the front-end.

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Ethereum’s New Gas Market Paradigm

In our report ahead of the Dencun upgrade in March, we forecast a swift migration of L2 transaction data to the new, dedicated blob space. We also expected the swift recovery in gas usage to the 15 million unit per block target, but at a much lower base fee due to the lower usage by L2s. While we were correct to predict a fall in the base fee burned, the impact on the net supply dynamics of ETH has been swifter than we expected. The new supply of ETH minted on the Beacon chain now outweighs the burned supply for the first time since the Merge, removing a potential tailwind that failed to support ETH against BTC during the last 18 months of under-performance.

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Crypto Derivatives 21st May 24

Volatility has continued to gradually rise across the term structure, with ETH spiking at all tenors over the last day following an upgrade in the probability of an Ethereum spot ETF being approved. With implied volatility spiking particularly at the front-end, the term structure has become inverted. Implied volatility for ETH options now sits at levels not seen since April. The vol smile skew also recovered towards calls over the past week, but has since sold off at the front-end as investors rush to purchase OTM puts for downside protection as spot price reaches range highs of $71K and a $3.7K. Leverage in futures markets has increased, particularly at short-dated tenors which have risen beyond longer-dated tenors, indicating a demand for leveraged long exposure that is stronger for ETH.

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DeFi Analytics 16th May 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 14th May 24

Volatility has gradually risen across the term structure as BTC trades near its range lows of $60K, but has still not deviated from its longer term downward trend. ETH continues to trade 5-7 vols higher than BTC. Despite a strong start to the month where skew recovered following the spot sell-off which saw investors purchase OTM puts for downside protection, the skew at short-dated tenors has traded with some uncertainty recently. ETH’s skew continues to trade lower than BTC’s, indicating more bearish positioning. Leverage - indicated by perpetual swap funding rates and futures-implied yields - has increased, particularly at short-dated tenors which have risen beyond longer-dated tenors, indicating demand for leveraged long exposure as both majors sit at precarious levels.

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DeFi Analytics 8th May 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 7th May 24

Volatility has fallen following the recent spot sell-off, during which implied vol at short-dated tenors had spiked above longer-dated tenors and inverted the term structure. ETH continues to trade between 5-10 vols higher than BTC. In addition, the sell-off in spot saw a strong skew towards puts in both majors as investors became concerned with buying OTM puts for downside protection. This has since recovered - due to the selling of OTM puts - although ETH’s skew trades slightly lower than BTC at short-dated tenors, indicating more bearish positioning. Leverage as indicated by perpetual swap funding rates and futures-implied yields has increased slightly, but still remains far below the extremes observed in March.

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DeFi Analytics 1st May 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 30th April 24

Leverage as indicated by perpetual swap funding rates and futures-implied yields remains much lower than the extremes we saw ahead of the flush-out at the end of March. Implied volatility levels have crashed lower for both tokens and across their term structures, led by a significant under-performance in shorter-dated tenors. Vol smiles remain intermittently skewed towards OTM puts at short tenors as the market appears to brace for further downside in the short term. ETH vols trade some 5 vols higher than BTC’s across the term structure, with both future-implied yields and vol smile skews indicating more bearish positioning than in BTCs markets, particularly in the short term.

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DeFi Analytics 25th Apr 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 23rd April 24

Following a bounce in spot price at range lows, BTC and ETH currently trade at $66K and $3.2K respectively. Funding rates remain close to zero for both majors, and future-implied yields are near their lowest levels in more than a month as BTC trades in the middle of its sideways trending range. In the past week, volatility at short-dated tenor options has fallen, correcting the front-end of BTC and ETH’s previously inverted term structures. The fall in volatility was matched by a recovery in skew from OTM puts to more neutral levels at all tenors less than 3-months, indicating that investors are less concerned with buying OTM puts for downside protection.

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DeFi Analytics 17th Apr 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 16th April 24

Funding rates and future-implied yields are near their lowest levels in more than a month after the weekend’s spot selloff took prices back to the bottom end of the sideways trending range. Volatility at short tenor options rallied, causing an inversion in both BTC and ETH’s term structures at the front end, without lifting volatility levels at longer-dated expiries. The rise in volatility was matched by a strong skew towards OTM puts of volatility smiles at all tenors less than 3-months, indicating a strong switch in sentiment towards a demand for downside protection.

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DeFi Analytics 11th Apr 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 9th April 24

ETH lead another attempt by spot prices to cross above the year-long highs recorded in March. With it, we saw a return to high levels of leverage in derivatives markets: high yields implied by futures prices, high perpetual swap funding rates, and a rally in short dated at-the-money implied volatility that briefly inverted the term structure. However, the rally was shorter lived and smaller in size than that which took BTC prices to all-time highs. Furthermore, while volatility continues to trade flat across the term structure at its higher, 70-80% range, futures markets report a collapse in funding back to their longer-held trend.

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DeFi Analytics 4th Apr 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 2nd April 24

After reaching locals highs of $71k and $3.7k earlier in the week, both BTC and ETH spot prices have fallen. This pullback has resulted in a slight decrease in demand for leveraged long exposure, reinforced by the increased skew towards puts in the smiles of both majors. However, excess demand for downside protection is less extreme when compared to earlier in the month where the 25-delta risk reversal skew for BTC and ETH reached lows of -9% and -17% respectively. Rather, the bearish turn in derivatives appears to be a repeat of the leverage flush out that we have seen several times during this rally. Implied volatility has risen for both majors, and particularly in short-dated tenors which has resulted in a flattening of the volatility term structure from its previously steep shape.

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DeFi Analytics 27th Mar 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 26th March 24

After a pullback earlier in the week, both BTC and ETH have bounced to $70k and $3.7k respectively. Future-implied yields have risen, whilst implied volatility for both majors remains within a tight range. Perpetual swap funding rates remain positive, but low. The term structure for BTC and ETH - which was previously inverted - has corrected, with implied volatility at short-dated tenors falling below the volatility at long-dated tenors, suggesting reduced demand for long volatility exposure at shorter tenors. Furthermore, the 25-delta put/call skew has increased for both majors, indicating that traders are less worried about buying protective puts to hedge possible impending downside.

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DeFi Analytics 20th Mar 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 19th March 24

We previously observed increased demand for downside protection, indicating that the market may be positioning itself against any potential retrace. Following a rally to all-time high levels, the market has pulled back. Short-dated tenors show a significant decrease in spot yields for BTC and ETH, signalling a shift in near-term market sentiment. Funding rates, although positive, have cooled from their monthly highs, indicating reduced demand for leveraged long exposure. Fluctuations in BTC and ETH's ATM vols suggest ongoing market uncertainty. Additionally, the 25-Delta Risk Reversal has shifted towards puts at short-dated tenors, indicating a bearish sentiment that is more pronounced in ETH than BTC.

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Crypto Derivatives 12th March 24

Future-implied yields and perpetual swap funding rate showcase the high demand for leveraged long exposure enjoyed by traders during the rally in spot prices to all-time high levels. We also see a slightly inverted term structure of volatility, suggesting high demand for long volatility exposure at shorter tenors. However, the breakthrough of the psychological $70K and $4K barriers has brought with it an increased demand for downside protection in 3- to 6-month tenor puts (and more prominently for ETH), indicating that the market may be positioning itself against any potential retrace below the freshly printed recorded levels.

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DeFi Analytics 6th Mar 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 5th Mar 24

Weekly crypto-derivatives market analytics, spanning futures, options, and perpetuals.

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DeFi Analytics 28th Feb 24

This week's edition of our DeFi Analytics report.

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October 2023 Crypto Volatility Review

October has brought implied volatility back into the mid-50s once again, as strong demand for participation in any further upwards moves sees the skew of both majors volatility miles move further towards calls. Despite the strong anticipation, however, realised volatility remains very close to historical lows. This leaves the volatility ratio of both BTC and ETH options at its highest since 2019, a spread that we believe cannot be attributed entirely to ETF speculation.

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Crypto Derivatives 27th Feb 24

Weekly crypto-derivatives market analytics, spanning futures, options, and perpetuals.

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DeFi Analytics 21st Feb 24

This week's edition of our DeFi Analytics report.

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Crypto Derivatives 20th Feb 24

Weekly crypto-derivatives market analytics, spanning futures, options, and perpetuals.

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Maximal Extractable Value

The Ethereum network's pivot to a new consensus mechanism in September 2022 caused a dramatic shakeup to the reward system available to blockbuilders. Maximal extractable value, previously merely a popular side project for Proof of Work miners, has now become the most attractive reward stream for validators, and understanding its nuances is key to a profitable validator operation.

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Ethereum's Gas Mechanics

The Ethereum network boasts the biggest Decentralised Finance ecosystem of any blockchain, an ecosystem supported by a network of smart contracts that allow for composable blocks of code to be executed by validators in the form of onchain transactions. The computation required by a transaction is performed by the validators (analogous to Bitcoin's miners) who create new blocks on the chain and is paid for in ETH by the sender.

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THE MERGE

In mid-September 2022, Ethereum’s blockchain completed its long-awaited merge into a Proof of Stake chain, deprecating the Proof of Work system that has found consensus for the network since its inception in 2015. The Merge marks the most significant event in crypto to date, as the community has never seen such a drastic change to such a high-profile chain, and with such unpredictable consequences. It represents the culmination of many years of research and testing by both the Ethereum foundation and its community and is just one step on a long roadmap of planned upgrades.

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Crypto Derivatives 13th Feb 24

Weekly crypto-derivatives market analytics, spanning futures, options, and perpetuals.

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Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards

Ethereum has emerged as a prominent and transformative force in the world of blockchain and decentralised finance, revolutionising the concept of digital currencies and paving the way for countless innovative applications. With its robust infrastructure and vibrant ecosystem, Ethereum continues to captivate the imagination of developers, entrepreneurs, and investors alike with an evolving ecosystem. As part of that evolution, the Ethereum Foundation has released a roadmap of planned upgrades, intended to enhance the network’s scalability, security, and sustainability. The transition from a Proof-of-Work (PoW) consensus mechanism to a Proof-of-Stake (PoS) model in the Merge was the first (and maybe most ambitious!) of these upgrades. Completed in mid-September 2022, the shift required a stunning feat of blockchain and community engineering to put an end to Ether mining and instead derive the blockchain’s security and reliability from staking. After over two and a half years since the genesis block of the Beacon Chain, and ten successful months of PoS-powered blocks post the Merge, Ether staking has grown from infancy to an established & maturing practice.

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Ethereum Staking Deep Dive: Analysing Execution Layer Rewards & MEV

In this second part of our examination of Ethereum staking rewards we will perform a deep-dive analysis of execution layer rewards, describe and assess the contribution of Maximal Extractable Value (MEV) to a staker’s income, and review the drivers of MEV and its link to price volatility. We hope that you enjoy the full report, from which several key findings are outlined below.

Ethereum Staking Deep Dive: Understanding Consensus Layer Rewards (2024)
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