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A quantitative approach to trading NFTs
November 2021
Agenda
● Why trade NFTs?
● NFT activity today
● Unexpected findings
● Advanced analytics
● Thinking of strategies
● Useful links
A quick update about ITB
New Algorand dedicated analytics
● 50+ unique indicators dedicated to ALGO divided into 7 categories:
○ Financial
○ Network
○ Ownership
○ Exchanges
○ Social
○ Derivatives
○ Capital markets
Source: https://app.intotheblock.com/coin/ALGO/
New Customer Launches
Currency.com
Other notable launches
● CoinQuora
● Blokpres
● Digitalexchange.id
Why trade NFTs?
● Not financial advice!
Why trade NFTs?
● Beyond profit:
○ Social: communities
○ Emotional attachment
○ Fun
○ Artistic value
Why trade NFTs?
● Profitable?
○ High risks → Illiquid markets
■ Small altcoins can be sold
anytime
■ NFTs without buyers can
not be sold
○ High profits (few)
NFT activity today
● Search trends on ATH
Source: Google trends
NFT activity today
● Ethereum - OpenSea
NFT activity today
● Due to increasing fees?
Source: https://app.intotheblock.com/coin/ETH/deep-dive?group=network&chart=feesStats
NFT activity today
● Not only on Ethereum, other chains as well
○ Solana
Source: https://dappradar.com/rankings/protocol/solana/category/marketplaces
Unexpected findings
● We analyzed:
Number of NFT collections 102
Filtering criteria: demand indicator
>5000 followers on Discord and Twitter
Only on Ethereum.
Marketplaces: OpenSea, Artblocks.
Time Frame of analysis 1 month (October 1 to October 27)
Unexpected findings
● Few collections mint completely → offer failing to meet demand
○ Might be impossible to sell a bought NFT from a collection not fully
minted
○ Cause: High prices or high supply
○
Unexpected findings
● Even fewer collections are profitable in the short term
○ Analyzing price 2 days after mint
Unexpected findings
● Fees play an important role. Evenmore on Ethereum
OpenSea
Selling fees (per piece): 2.5%
Owner Royalties (per collection): Variable
Minting/listing/initialization fees (per
account): Ethereum TX fee
Ethereum
Gas fee of minting (per piece):
Two cases:
1. Minimum $80
2. Maximum $200
Unexpected findings
● Each marketplace has a different fee structure
Source: https://nftartexhibition.net/blog/2021/11/02/the-latest-comparison-of-major-nft-marketplaces/
Unexpected findings
● Rarity: no standard methodology of calculating it
○ Generally, each web has its own.
● Rankings can vary greatly from one methodology to other.
Source: https://rarity.tools/
Unexpected findings
● Measuring demand before minting is hard
○ Social media followers don’t work:
■ Is common for accounts to fake # followers
● Red Flags
● Better cue: organic activity
○ Twitter interactions
○ Discord engagement
Unexpected findings
● Successful collections take time to appreciate
○ Cool Cats weekly floor price in USD
Unexpected findings
● Unsuccessful collections lose floor price fast (1-2 days)
Source: https://www.thenifty.com/
Unexpected findings
● Artblocks is not an ‘easy game’
○ Measuring price 7 days after mint date:
Advanced analytics: primary market
● Measuring offer for collections
○ Minting price * Supply = Minting marketcap
Advanced analytics: secondary market
● Measuring supply variations in collections:
○ Decreased supply → possibility of price increase / supply shock
Source: https://solanafloor.com/
Advanced analytics: secondary market
● Measuring demand in a collection
○ Using volume traded as proxy of demand could be misleading
■ Increased prices → less affordable → less volume
● Bored Apes collection Volume vs Price
Advanced analytics: secondary market
● Measuring interest in certain collection
○ Number of offers is:
■ A good indicator of demand -> A leading indicator of floor price
Advanced analytics: secondary market
● Quantifying momentum with tx size
○ Loot collection: Reduction of TXs + lack of high size Txs = fading interest
Advanced analytics: secondary market
● Spotting mispriced rare pieces:
○ Spotting mispriced listed NFTs according to its rarity rank
■ Rank 1-50 prices increase exponentially
Source: https://solanafloor.com/
Advanced analytics: secondary market
● Dutch auctions (Artblocks)
○ Being greedy can end up being more
expensive (gas)
○ Keeping in mind gas prices to avoid
overpaying
Thinking strategies
● Understanding risk:
○ Higher risk-Higher return:
recently minted collections
○ Lower risk-Lower return:
renowned collections.
■ Price has been
sustained over time.
Source: https://cryptoslam.io/
Thinking strategies
● Primary market
○ Short term = speculation.
○ Higher risks
● Secondary market
○ Long term = appreciation
○ Lower risks
Thinking strategies
● Primary market
○ Project discovery
○ Connections
○ Being early and fast
○ Time demanding
○ Taking risks
■ Calculating the approximate rarity
rank before release
Thinking strategies
● Secondary market
○ Project roadmap and
deliverables
○ Community growth
○ Social recognition
○ Healthy indicators
Thinking strategies
● Secondary market
○ “Fundamental” analysis
○ Example found online
Source: https://www.speicherx.com/
Useful links
● Upcoming NFT drops:
○ Filter by chains, social activity+links:
■ https://nextdrop.is, https://nftcalendar.io, https://www.non-fungi.com/
● Rarity ranks:
○ Profile pictures: https://rarity.tools
○ Exclusively Solana: https://howrare.is
○ Artblocks: https://rarity.guide
● NFT analytics:
○ Marketplaces: https://dappradar.com
○ Collections: https://cryptoslam.io/, https://solanafloor.com/
○ Collections floor prices (OpenSea): https://www.thenifty.com
Looking to the future
● Exchanges launching NFT marketplaces → Ease the entry barrier of retail to DeFi
○ FTX US -> Recently launched. Soon supporting Ethereum.
○ Coinbase -> Yet to launch, >2M whitelist registrations.
● On-chain gaming
○ NFT + Gaming funds arising
● Digital Art
○ Sotheby’s auctions
○ More digital artists entering the space
● Metaverse
○ Facebook rebranding + Microsoft
○ Decentraland rise
Thank You! Questions?
Juan Pellicer
Research Analyst at IntoTheBlock
Email: jpellicer@intotheblock.io
Twitter: @juanmpellicer

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A quantitative approach to trading nf ts

  • 1. A quantitative approach to trading NFTs November 2021
  • 2. Agenda ● Why trade NFTs? ● NFT activity today ● Unexpected findings ● Advanced analytics ● Thinking of strategies ● Useful links
  • 3. A quick update about ITB
  • 4. New Algorand dedicated analytics ● 50+ unique indicators dedicated to ALGO divided into 7 categories: ○ Financial ○ Network ○ Ownership ○ Exchanges ○ Social ○ Derivatives ○ Capital markets Source: https://app.intotheblock.com/coin/ALGO/
  • 7. Other notable launches ● CoinQuora ● Blokpres ● Digitalexchange.id
  • 8. Why trade NFTs? ● Not financial advice!
  • 9. Why trade NFTs? ● Beyond profit: ○ Social: communities ○ Emotional attachment ○ Fun ○ Artistic value
  • 10. Why trade NFTs? ● Profitable? ○ High risks → Illiquid markets ■ Small altcoins can be sold anytime ■ NFTs without buyers can not be sold ○ High profits (few)
  • 11. NFT activity today ● Search trends on ATH Source: Google trends
  • 12. NFT activity today ● Ethereum - OpenSea
  • 13. NFT activity today ● Due to increasing fees? Source: https://app.intotheblock.com/coin/ETH/deep-dive?group=network&chart=feesStats
  • 14. NFT activity today ● Not only on Ethereum, other chains as well ○ Solana Source: https://dappradar.com/rankings/protocol/solana/category/marketplaces
  • 15. Unexpected findings ● We analyzed: Number of NFT collections 102 Filtering criteria: demand indicator >5000 followers on Discord and Twitter Only on Ethereum. Marketplaces: OpenSea, Artblocks. Time Frame of analysis 1 month (October 1 to October 27)
  • 16. Unexpected findings ● Few collections mint completely → offer failing to meet demand ○ Might be impossible to sell a bought NFT from a collection not fully minted ○ Cause: High prices or high supply ○
  • 17. Unexpected findings ● Even fewer collections are profitable in the short term ○ Analyzing price 2 days after mint
  • 18. Unexpected findings ● Fees play an important role. Evenmore on Ethereum OpenSea Selling fees (per piece): 2.5% Owner Royalties (per collection): Variable Minting/listing/initialization fees (per account): Ethereum TX fee Ethereum Gas fee of minting (per piece): Two cases: 1. Minimum $80 2. Maximum $200
  • 19. Unexpected findings ● Each marketplace has a different fee structure Source: https://nftartexhibition.net/blog/2021/11/02/the-latest-comparison-of-major-nft-marketplaces/
  • 20. Unexpected findings ● Rarity: no standard methodology of calculating it ○ Generally, each web has its own. ● Rankings can vary greatly from one methodology to other. Source: https://rarity.tools/
  • 21. Unexpected findings ● Measuring demand before minting is hard ○ Social media followers don’t work: ■ Is common for accounts to fake # followers ● Red Flags ● Better cue: organic activity ○ Twitter interactions ○ Discord engagement
  • 22. Unexpected findings ● Successful collections take time to appreciate ○ Cool Cats weekly floor price in USD
  • 23. Unexpected findings ● Unsuccessful collections lose floor price fast (1-2 days) Source: https://www.thenifty.com/
  • 24. Unexpected findings ● Artblocks is not an ‘easy game’ ○ Measuring price 7 days after mint date:
  • 25. Advanced analytics: primary market ● Measuring offer for collections ○ Minting price * Supply = Minting marketcap
  • 26. Advanced analytics: secondary market ● Measuring supply variations in collections: ○ Decreased supply → possibility of price increase / supply shock Source: https://solanafloor.com/
  • 27. Advanced analytics: secondary market ● Measuring demand in a collection ○ Using volume traded as proxy of demand could be misleading ■ Increased prices → less affordable → less volume ● Bored Apes collection Volume vs Price
  • 28. Advanced analytics: secondary market ● Measuring interest in certain collection ○ Number of offers is: ■ A good indicator of demand -> A leading indicator of floor price
  • 29. Advanced analytics: secondary market ● Quantifying momentum with tx size ○ Loot collection: Reduction of TXs + lack of high size Txs = fading interest
  • 30. Advanced analytics: secondary market ● Spotting mispriced rare pieces: ○ Spotting mispriced listed NFTs according to its rarity rank ■ Rank 1-50 prices increase exponentially Source: https://solanafloor.com/
  • 31. Advanced analytics: secondary market ● Dutch auctions (Artblocks) ○ Being greedy can end up being more expensive (gas) ○ Keeping in mind gas prices to avoid overpaying
  • 32. Thinking strategies ● Understanding risk: ○ Higher risk-Higher return: recently minted collections ○ Lower risk-Lower return: renowned collections. ■ Price has been sustained over time. Source: https://cryptoslam.io/
  • 33. Thinking strategies ● Primary market ○ Short term = speculation. ○ Higher risks ● Secondary market ○ Long term = appreciation ○ Lower risks
  • 34. Thinking strategies ● Primary market ○ Project discovery ○ Connections ○ Being early and fast ○ Time demanding ○ Taking risks ■ Calculating the approximate rarity rank before release
  • 35. Thinking strategies ● Secondary market ○ Project roadmap and deliverables ○ Community growth ○ Social recognition ○ Healthy indicators
  • 36. Thinking strategies ● Secondary market ○ “Fundamental” analysis ○ Example found online Source: https://www.speicherx.com/
  • 37. Useful links ● Upcoming NFT drops: ○ Filter by chains, social activity+links: ■ https://nextdrop.is, https://nftcalendar.io, https://www.non-fungi.com/ ● Rarity ranks: ○ Profile pictures: https://rarity.tools ○ Exclusively Solana: https://howrare.is ○ Artblocks: https://rarity.guide ● NFT analytics: ○ Marketplaces: https://dappradar.com ○ Collections: https://cryptoslam.io/, https://solanafloor.com/ ○ Collections floor prices (OpenSea): https://www.thenifty.com
  • 38. Looking to the future ● Exchanges launching NFT marketplaces → Ease the entry barrier of retail to DeFi ○ FTX US -> Recently launched. Soon supporting Ethereum. ○ Coinbase -> Yet to launch, >2M whitelist registrations. ● On-chain gaming ○ NFT + Gaming funds arising ● Digital Art ○ Sotheby’s auctions ○ More digital artists entering the space ● Metaverse ○ Facebook rebranding + Microsoft ○ Decentraland rise
  • 39.
  • 40. Thank You! Questions? Juan Pellicer Research Analyst at IntoTheBlock Email: jpellicer@intotheblock.io Twitter: @juanmpellicer