1. Home
  2. Bots

Bots

3 key Ethereum price metrics cast doubt on the strength of ETH’s recent rally

ETH’s price is showing strength, but network and derivatives data suggest that ETH will struggle to hold the $1,850 price level.

Ether’s (ETH) price had been battling the $1,850 resistance level, but it broke through on April 4 when Ether rallied to a seven-month high above $1,900. Recently there has been a lot of speculation on Ether price catalysts. Let’s see if it’s possible to identify any fundamental factors behind the price movement. 

The upcoming Shanghai hard fork could be one factor in Ether’s recent bullish momentum. On April 12, the ability for validators to withdraw their deposits opens, giving staking participants freedom of movement but also creating a sell-off risk for Ether.

There are now 17.81 million ETH staked on the Beacon Chain, though some safeguards have been put in place to prevent a flood of Ether from disrupting the market. For example, because there is a daily limit of 2,200 withdrawals, the maximum daily unlocks are 70,000 ETH.

Scalability and selfish validator risks are still present

The upcoming Shanghai fork, however, does not address some of the most pressing issues currently plaguing the Ethereum network. Scalability continues to be a major issue for most users, as the average transaction fee has hovered around $5 in recent weeks, driving users away from decentralized applications (DApps).

Furthermore, the current consensus mechanism favors rogue miners who outperform other network participants, a phenomenon known as miner extractable value (MEV). They can quickly duplicate all winning deals from the mempool and execute their transactions ahead of others by ultimately deciding which transactions are completed in the block.

A recent example, highlighted on April 3 by security firm CertiK, resulted in $25 million in losses to arbitrage bots that were attempting to purchase and flip tokens in a short period of time for a profit as a selfish validator replaced the transactions.

Over the last 30 days, the top 10 DApps running on the Ethereum network saw an 18% drop in active addresses, possibly reflecting investor dissatisfaction with the ongoing issues with miners front-running and high transaction costs.

30-day Dapp activity. Source: DappRadar

Let’s look at Ether derivatives data to understand if the $1,850 level can effectively become a support according to ETH investors’ sentiment.

ETH derivatives show no improvement despite the price rally

The annualized three-month futures premium should trade between 5% and 10% in healthy markets to cover costs and associated risks. However, when the contract trades at a discount (backwardation) versus traditional spot markets, it shows a lack of confidence from traders and is deemed a bearish indicator.

Ether 3-month futures annualized premium. Source: Laevitas.ch

Despite ETH’s 35% rally in 25 days, the Ether futures premium has been unable to break above the 5% neutral threshold. However, the absence of leverage longs demand does not always imply an expectation of negative price action. As a result, traders should examine Ether’s options markets to understand how whales and market makers price the likelihood of future price movements.

The 25% delta skew is a telling sign when market makers and arbitrage desks are overcharging for upside or downside protection. For instance, in bear markets, options investors give higher odds for a price dump, causing the skew indicator to rise above 8%. On the other hand, bullish markets tend to drive the skew metric below -8%, meaning bearish put options are in less demand.

Related: Ethereum projects unite to protect users from MEV-induced high prices

Ether 60-day options 25% delta skew: Source: Laevitas.ch

Since April 1, the delta skew has been close to zero, indicating a similar demand for protective put options and neutral-to-bearish call instruments. Since March 22, when Ether options last showed extreme optimism, this has been the norm.

Even after adjusting for the additional negative pressure from the Shanghai hard fork token unlock, Ether faces serious problems due to scalability and transaction front-runs. As a result, derivatives and on-chain DApp metrics increase the likelihood of ETH falling below $1,850.

Magazine: ‘Account abstraction’ supercharges Ethereum wallets: Dummies guide

The views, thoughts and opinions expressed here are the authors’ alone and do not necessarily reflect or represent the views and opinions of Cointelegraph.

This article does not contain investment advice or recommendations. Every investment and trading move involves risk, and readers should conduct their own research when making a decision.

Franklin Templeton’s Ethereum spot ETF listed on DTCC

Arbitrum Launches Native Governance Token ARB and Self-Executing DAO Governance Model

Arbitrum Launches Native Governance Token ARB and Self-Executing DAO Governance ModelThe Ethereum layer two (L2) scaling solution Arbitrum has launched a native governance token named ARB and a self-executing decentralized autonomous organization (DAO) governance model. The ARB token will have an initial supply of 10 billion, and coins will be airdropped to the Arbitrum DAO treasury, Offchain Labs (the company behind Arbitrum), Offchain Labs investors, […]

Franklin Templeton’s Ethereum spot ETF listed on DTCC

Crypto Groups on Russian Social Media Hit by Bots Discrediting Bitcoin

Crypto Groups on Russian Social Media Hit by Bots Discrediting BitcoinSocial media groups devoted to cryptocurrencies in Russia have been attacked by bots in what looks like a campaign against bitcoin and the like. Their comments on Russia’s largest social media platform are triggered by certain keywords like crypto and blockchain, members of the community have noticed. Bots Flood Vkontakte Groups With Comments Against Cryptocurrency […]

Franklin Templeton’s Ethereum spot ETF listed on DTCC

Opinion: Bots are a critical tool for retail investors

Bots help remove emotions from trading. Functions like these make them even more valuable for neophyte traders than for experts.

The thing about the future, where robotic super traders battle over micromovements in stock price, is that it’s already here. With access to algorithmic trading bots a click away, we could be seeing the fall of human investors and the triumph of artificial intelligence. 

Algorithmic trading bots are programmed to buy and sell when they detect preprogrammed conditions and can execute pretty much any trading strategy. They have been used by professional traders for two decades, and these firms have taken them into the crypto markets too.

Now, a new crop of accessible crypto trading tools has hit the market, made with retail clients in mind. I know — I have built several of them. Currently, I’m working on a system that helps neophyte investors find their own risk preferences based on their previous trading and investing data.

The uptake of these bots could have an outsized impact on the crypto market going forward, given that retail accounts for up to a quarter of crypto trading volume. And what is most interesting here is that this could signal a democratization in market access and participation.

Related: The reason bots dominate crypto gaming? Cash-grubbing developers incentivize them

If this is to happen, then access to trading bots and other specialized tools must be combined with open education. Re-creating the gated system where only “accredited” investors are allowed access to the crypto markets while everyone else is sidelined due to lack of education and capital is elitist and regressive.

It’s unfortunate that financial education isn’t taught in schools, leaving many people at the mercy of sophisticated professionals and outright scammers. Trading bots, combined with proper education, is one step toward leveling the playing field.

This technology provides a type of experiential education for amateur traders, allowing them to feel the movements of the market using small positions and an automated strategy. They can experiment with different bots to learn about different strategies such as arbitrage, dollar-cost averaging and trading futures.

Furthermore, those who gain expertise in trading bots — for example, using several bots at once representing a hedged or diversified strategy — could outperform experienced players. After all, no human can constantly monitor crypto’s 24/7 markets, but a bot can.

In fact, trading bots thrive in the 24/7 crypto markets where they can scalp arbitrage opportunities and ride the waves of high volatility. No human can keep up with these markets and will undoubtedly miss opportunities that a bot can take advantage of.

However, a trader still needs to make crucial decisions that will affect how a bot performs, such as choosing the asset and the price range for the bot to buy and sell. So, while bots are a great tool, they are not risk-free.

Related: Are we still mad at MetaMask and ConsenSys for snooping on us?

The more deeply traders understand entry and exit points and timing trades, the better they will set up their bots. However, most users don’t need expert-level knowledge — they just need to understand why setting up a long-term grid bot on a microcap that has just pumped 200% is a bad idea.

Another advantage is that bots take the emotion out of trading. Even professional traders struggle to maintain a cool, calculated mind with large sums of money on the line.

Some may end up “marrying their bags” and holding when they should sell. This kind of behavior becomes “dumb money” — trades that react emotionally to the swings of the market instead of reason prevailing.

Trading bots don’t suffer this emotional handicap. They execute their strategies in a calculated vacuum. Neophyte traders could find a lot of value in these instruments on their journey toward becoming independent traders and investors.

Previously, professional traders honed their skills as part of a job. But with the advent of AI trading, retail investors now have a chance to catch up. As the specter of inflation haunts large economies around the world, it’s essential that the latest investing tools are accessible to everyone as a means of access and education so that ordinary people can best preserve their wealth and create economic opportunities.

Bill Xing is the head of financial products at Bybit. Prior to joining Bybit, he co-founded Panda Analytics, a crypto indexing and trading automation firm. He holds a master's degree in financial engineering from the University of Illinois at Urbana-Champaign.

This article is for general information purposes and is not intended to be and should not be taken as legal or investment advice. The views, thoughts and opinions expressed here are the author’s alone and do not necessarily reflect or represent the views and opinions of Cointelegraph.

Franklin Templeton’s Ethereum spot ETF listed on DTCC

NYSE Halts Twitter Trading After Report Says Elon Musk Plans to Follow Through With Acquisition

NYSE Halts Twitter Trading After Report Says Elon Musk Plans to Follow Through With AcquisitionAccording to reports, Tesla’s Elon Musk now plans to purchase Twitter Inc. for the original asking price of $54.20 a share. Twitter’s shares surged following the news and climbed nearly 20% higher and trading was halted twice so far. Report Claims Tesla’s Elon Musk Will Purchase Twitter at the Original Asking Price It seems Elon […]

Franklin Templeton’s Ethereum spot ETF listed on DTCC

‘Why Isn’t Anyone Talking About This?’ — Twitter’s Crypto Spam Problem Increases With Legions of CZ Bots, Verified Vitalik Impersonators

‘Why Isn’t Anyone Talking About This?’ — Twitter’s Crypto Spam Problem Increases With Legions of CZ Bots, Verified Vitalik ImpersonatorsSince Tesla’s Elon Musk attempted to purchase Twitter and tried to get information on the number of bots on the social media platform, Twitter bots have infested tens of thousands of posts day after day. In the cryptocurrency industry, bots are very prevalent and any time a popular crypto account posts, the thread is teeming […]

Franklin Templeton’s Ethereum spot ETF listed on DTCC

Crypto spam increases 4000% in two years: LunarCrush

Would be owner Elon Musk plans to shake the crypto spammers out of Twitter, disputing their claims that fake accounts only account for 5% of the total.

Spam and bots have been the bane of anyone that uses the internet for years, but recently this digital scourge has ramped up activity in the crypto sector in a big way.

Crypto intelligence provider LunarCrush has revealed spam in the cryptosphere has increased by an astonishing 3,894%. The firm has been collecting crypto-specific social data since 2019, and says not only is spam at an all-time high, it's also “the fastest growing metric on social media.”

The findings were published in a May 25 report, stating that “more spam accounts than you would think are actually people.” For this reason, it is often a challenge for software to detect and flag spam.

Spam Volume collected by LunarCrush over the previous 2 years

Twitter is the social media platform of choice for the crypto industry, and it is awash with spam and bots. There has been an estimated 1,374% increase in Twitter spam volume over the past two years, according to LunarCrush.

LunarCrush CEO Joe Vezzani told Quantum Economics founder Matti Greenspan in his crypto newsletter:

“For a Web2 platform like Twitter, there is a direct incentive to turn a blind eye to fake accounts because it increases the value of their platform.”

Tokenized Web3 platforms (such as Aave’s Lens Protocol or Orbis) differ in that they want to have as many genuine users as possible holding the asset rather than trying to extract value from the community, he added.

Billionaire Tesla CEO Elon Musk’s sensational takeover of the platform was put on hold earlier this month pending further details supporting Twitter’s assertion that spam and fake accounts represent less than 5% of the platform’s traffic.

Musk plans to crack down on spam bots that have plagued the platform and suggests that the company’s claim of 95% genuine users is too high.

Purging the bot accounts would drop the number of followers most genuine accounts have. One estimate from SparkToro suggested that Musk could lose half of his 95 million followers. Earlier this month, the software firm conducted in-depth analysis reporting that almost 20% of all active Twitter accounts are fake or spammers.

Related: Elon Musk’s ‘top priority’ for Twitter includes cutting down on crypto scam tweets

Until Musk gets his way and shakes the spammers out of the Twitter tree, users of the platform and other social media sites will have to be extra vigilant regarding the rising tide of crypto scams and spam which none of them appear to have the power to control.

Franklin Templeton’s Ethereum spot ETF listed on DTCC

Civic launches free tool to combat NFT-hungry bots on Solana

Civic’s Ignite Pass aims to combat bots targeting NFT drops on the Solana network by verifying video-based selfies using artificial intelligence.

Identity verification tech firm Civic Technologies has launched a free tool to combat botting activity in Solana (SOL)-based NFT drops.

According to a Nov. 8 announcement, Civic’s new tool “Ignite Pass” will filter out bots by requiring buyers to complete a liveness verification before being approved to make NFT purchases.

Civic’s website notes that users will be required to take a video selfie in order to verify, with an Ignite Pass then being issued to their wallet address upon completion. The pass also remains active for 24 hours to “limit the options of malicious botters verifying multiple wallets. ”

The website also outlined that “Civic does not store this video selfie,” but does not clarify if the data is deleted or stored elsewhere.

The Ignite Pass is a free version of the firm’s suite of know-your-customer (KYC) and anti-money laundering (AML) compliance tools, Civic Pass. The tools are designed for decentralized finance (DeFi) platforms, NFT marketplaces and public blockchains.

Civic Technologies CEO Chris Hart emphasized the revolutionary capabilities that nonfungible tokens have recently unlocked for artists, lamenting the negative impact that bots are having on creators:

“Bots are more than a nuisance — they’re destroying the trust that communities have built as well as the future prospects of its creators.”

Bots gone wild

In February earlier this year, Dapper Lab’s NBA Top Shot was forced to delay the launch of a new series of Premium Packs due to high levels of botting activity on the platform.

The following month, many users of the MoonCats NFTs were complaining that the project had become overrun by bots programmed to accumulate new cats the moment they dropped online.

In response to the botting, MoonCat developers Ponderware held a vote on whether to destroy a private key holding a collection of rare unreleased MoonCat NFTs or not, with 72% of the community voting “yes” during the 48-hour poll.

September saw TIME Magazine sell out of 4,676 NFTs in less than one minute, with Paradigm researcher Anish Agnihotri attributing the rapid sales to botting activity:

“Many folks knew the mainnet deploy in advance and were able to plan ahead to bot their transactions.”

Related: FarmVille NFTs on the horizon? Zynga hires new VP for blockchain gaming

A surge in activity from bots targeting Grape Protocol’s Initial DEX Offering (IDO) also caused the Solana network to go offline for roughly 17 hours in September.

The Solana Foundation characterized the incident as a “denial of service attack,” estimating the bots had spammed the network with a transaction load of roughly 400,000 every second.

Franklin Templeton’s Ethereum spot ETF listed on DTCC