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Rise of Crypto
Futures:
Traditional &
Onchain Analysis
Agenda
❖ Traditional Futures & Indicators
❖ Overview of Crypto Futures
❖ Applying Data Science to Crypto Futures
2
33
1
Traditional
Futures &
Indicators
4
Brief History of Futures
Contracts
What is a futures contract?
First contracts traded during the 17th century for
rice and agricultural goods (tulip mania and rice
exchange).
Later extended to metals in 19th century, and
beyond commodities in the late 20th century.
5
What are Futures used for?
Serving demand to:
▸ Be able to profit from an asset without holding it
▸ Hedge your risk against price movement
▸ Get access to hard-to-trade assets
Cash-settled vs Physically-settled
Current State: Futures volume > Spot volume
6
Traditional Futures Indicators
▸ Futures price - Agreed upon price for buyer/sellers to transact at the settlement date
▸ Volume - # of contracts traded (usually per day); $ amount traded
▸ Open Interest - # of outstanding contracts (open positions), both long and short
7
If the first trader to trade a futures contract purchases 10 contracts,
And later closes 3 contract, the trader is now long 7 contracts
If a different trader sells 4 contracts, the first trader is still long 7 contracts,
And the second trader is short 4.
Volume Open Interest
7
10
13
10
7
17 11
Traditional Futures Indicators
▸ Contango - Futures price >
Index (spot) price
▸ Backwardation - Index price >
Futures price
▸ Basis - Difference between
index price and futures price
▸ Turnover - Volume/OI
8
2
Crypto
Futures
9
Growth & Institutionalization
BitMex launch 2014; CBOE, CME
launch 2017
“We will tame Bitcoin” - CME
Chairman, Leo Melamed
2018 as an inflection point for futures
(2x-6x increase in volume)
10
2019 - Crypto exchanges join the party
Bitfinex (January),
Kraken (March),
Binance (September)
11
Crypto Futures Contracts
Mostly cash-settled, Bakkt an
exception
High leverage, high risk
Conventional contracts with
expiration (settlement) dates
12
Enter Perpetual Swaps
No expiry date
Prices are “pushed” towards spot prices
through the funding rate
Fee charged to long/short holders
depending if prices are at a
premium/discount
13
Funding Rate
Funding rate is a function of the
perpetual swaps’ premium
(discount) and the exchange’s
interest rate
Indicates market positioning
Charged every 8 hours
14
Non-Regulated vs Regulated Futures
Volume, OI differences:
15
Volume Open Interest
BitMex PS to CME
Frontrunning:
6.05x 8.04x
Bitmex to CME March
Futures
4.95x 3.82x
Volume as a function of leverage
▸ CME Bitcoin Maintenance Margin: 70% (0.7 BTC to buy 1BTC)
▸ BitMex Maintenance Margin: 1% (0.01 BTC to buy 1 BTC)
3
Applying
Data Science
to Crypto
Futures
16
Introduction to ITB Futures
Applying the ITB framework to futures and perpetual swaps:
▸ Data Science - gathering, analyzing and displaying futures
▸ Machine Learning - building and testing predictive signals
▸ Onchain Analytics - assessing the impact of onchain indicators on futures indicators
and viceversa
17
More sophisticated
futures analytics
Metrics combining
blockchain info with
futures data
Indicators tailored to the
nature of Crypto futures
17
Contango/Backwardation
▸ Analyzing changes in the
basis of futures contracts
considering if the asset is
currently in contango or
backwardation
▸ Applying ML to create a
bullish/bearish signal based
on how spot and future
prices converge/diverge
18
Futures Market Momentum
▸ Combining futures price, volume and open interest to create a signal of momentum
in the futures market
▸ Testing for predictivity and adjusting bull/neutral/bear thresholds
19
Price Trend Volume Open Interest Market Momentum
Rising Up Up Strong Bullish
Rising Down Down Weak Bullish
Declining Up Up Strong Bearish
Declining Down Down Weak Bearish
19
Futures Dominance
▸ As futures (and derivatives in general) increase in adoption, we
believe there should be a metric to track their “market share”
▸ Futures dominance consists of the ratio of the total volume traded
for all futures contracts of a token over the total volume for the
underlying token
▸ Futures dominance could serve as a proxy for institutional
adoption
20
Weighted Funding Rate
▸ Perpetual Swaps’ funding rate can act as an indicator of the
short-term bias of contract holders and has been a leading
indicator in recent trend changes
▸ The weighted funding rate provides an aggregated value,
weighing each contract’s rate by its open interest
▸ Can be used either as a signal or indicator
21
Combining Onchain & Futures Analytics
Can provide insights into:
▸ Miner Behavior
▸ Trader Behavior
▸ Market Manipulation
▸ Other interesting patterns users might discover
22
Mining vs Futures Analytics
▸ Futures are used by
miners to hedge their
positions and revenues
▸ Look out for a spike in
OI and Volume as the
halving approaches
23
Time
MiningRevenues
FuturesOpenInterest
In/Out of The Money vs Open Interest
▸ Amount to be settled by expiration (OI for Futures)
▸ Out of the Money resistance at futures price
2424
Market Manipulation
How is it done?
Is there constant market manipulation?
Onchain factors that could reflect manipulation:
▸ Large transactions
▸ Concentration (accumulation or reduction)
25
Other Indicators Considered
▸ Futures price range
▸ Index (Spot) Price
▸ Volume
▸ Open Interest
▸ Turnover
▸ Settlement Date (w/ onchain comparisons)
▸ Funding Rate
▸ Basis
▸ Future Network Value Ratio
▸ Projected Daily Price Return
▸ Annualized % Return
26
Futures & Perpetual Swaps Launch
Launch by end of Q1
Including most of the indicators mentioned
Major exchanges by volume
P.S. Make sure to refresh CoinMarketCap in a couple of hours
27
2828
INTRODUCING
CONTACT INFORMATION
Lucas Outumuro
Senior Analyst
loutumoro@intotheblock.io
Thank you! Any questions?

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The Rise of Crypto Futures - Traditional & Onchain Analysis

  • 2. Agenda ❖ Traditional Futures & Indicators ❖ Overview of Crypto Futures ❖ Applying Data Science to Crypto Futures 2
  • 3. 33
  • 5. Brief History of Futures Contracts What is a futures contract? First contracts traded during the 17th century for rice and agricultural goods (tulip mania and rice exchange). Later extended to metals in 19th century, and beyond commodities in the late 20th century. 5
  • 6. What are Futures used for? Serving demand to: ▸ Be able to profit from an asset without holding it ▸ Hedge your risk against price movement ▸ Get access to hard-to-trade assets Cash-settled vs Physically-settled Current State: Futures volume > Spot volume 6
  • 7. Traditional Futures Indicators ▸ Futures price - Agreed upon price for buyer/sellers to transact at the settlement date ▸ Volume - # of contracts traded (usually per day); $ amount traded ▸ Open Interest - # of outstanding contracts (open positions), both long and short 7 If the first trader to trade a futures contract purchases 10 contracts, And later closes 3 contract, the trader is now long 7 contracts If a different trader sells 4 contracts, the first trader is still long 7 contracts, And the second trader is short 4. Volume Open Interest 7 10 13 10 7 17 11
  • 8. Traditional Futures Indicators ▸ Contango - Futures price > Index (spot) price ▸ Backwardation - Index price > Futures price ▸ Basis - Difference between index price and futures price ▸ Turnover - Volume/OI 8
  • 10. Growth & Institutionalization BitMex launch 2014; CBOE, CME launch 2017 “We will tame Bitcoin” - CME Chairman, Leo Melamed 2018 as an inflection point for futures (2x-6x increase in volume) 10
  • 11. 2019 - Crypto exchanges join the party Bitfinex (January), Kraken (March), Binance (September) 11
  • 12. Crypto Futures Contracts Mostly cash-settled, Bakkt an exception High leverage, high risk Conventional contracts with expiration (settlement) dates 12
  • 13. Enter Perpetual Swaps No expiry date Prices are “pushed” towards spot prices through the funding rate Fee charged to long/short holders depending if prices are at a premium/discount 13
  • 14. Funding Rate Funding rate is a function of the perpetual swaps’ premium (discount) and the exchange’s interest rate Indicates market positioning Charged every 8 hours 14
  • 15. Non-Regulated vs Regulated Futures Volume, OI differences: 15 Volume Open Interest BitMex PS to CME Frontrunning: 6.05x 8.04x Bitmex to CME March Futures 4.95x 3.82x Volume as a function of leverage ▸ CME Bitcoin Maintenance Margin: 70% (0.7 BTC to buy 1BTC) ▸ BitMex Maintenance Margin: 1% (0.01 BTC to buy 1 BTC)
  • 17. Introduction to ITB Futures Applying the ITB framework to futures and perpetual swaps: ▸ Data Science - gathering, analyzing and displaying futures ▸ Machine Learning - building and testing predictive signals ▸ Onchain Analytics - assessing the impact of onchain indicators on futures indicators and viceversa 17 More sophisticated futures analytics Metrics combining blockchain info with futures data Indicators tailored to the nature of Crypto futures 17
  • 18. Contango/Backwardation ▸ Analyzing changes in the basis of futures contracts considering if the asset is currently in contango or backwardation ▸ Applying ML to create a bullish/bearish signal based on how spot and future prices converge/diverge 18
  • 19. Futures Market Momentum ▸ Combining futures price, volume and open interest to create a signal of momentum in the futures market ▸ Testing for predictivity and adjusting bull/neutral/bear thresholds 19 Price Trend Volume Open Interest Market Momentum Rising Up Up Strong Bullish Rising Down Down Weak Bullish Declining Up Up Strong Bearish Declining Down Down Weak Bearish 19
  • 20. Futures Dominance ▸ As futures (and derivatives in general) increase in adoption, we believe there should be a metric to track their “market share” ▸ Futures dominance consists of the ratio of the total volume traded for all futures contracts of a token over the total volume for the underlying token ▸ Futures dominance could serve as a proxy for institutional adoption 20
  • 21. Weighted Funding Rate ▸ Perpetual Swaps’ funding rate can act as an indicator of the short-term bias of contract holders and has been a leading indicator in recent trend changes ▸ The weighted funding rate provides an aggregated value, weighing each contract’s rate by its open interest ▸ Can be used either as a signal or indicator 21
  • 22. Combining Onchain & Futures Analytics Can provide insights into: ▸ Miner Behavior ▸ Trader Behavior ▸ Market Manipulation ▸ Other interesting patterns users might discover 22
  • 23. Mining vs Futures Analytics ▸ Futures are used by miners to hedge their positions and revenues ▸ Look out for a spike in OI and Volume as the halving approaches 23 Time MiningRevenues FuturesOpenInterest
  • 24. In/Out of The Money vs Open Interest ▸ Amount to be settled by expiration (OI for Futures) ▸ Out of the Money resistance at futures price 2424
  • 25. Market Manipulation How is it done? Is there constant market manipulation? Onchain factors that could reflect manipulation: ▸ Large transactions ▸ Concentration (accumulation or reduction) 25
  • 26. Other Indicators Considered ▸ Futures price range ▸ Index (Spot) Price ▸ Volume ▸ Open Interest ▸ Turnover ▸ Settlement Date (w/ onchain comparisons) ▸ Funding Rate ▸ Basis ▸ Future Network Value Ratio ▸ Projected Daily Price Return ▸ Annualized % Return 26
  • 27. Futures & Perpetual Swaps Launch Launch by end of Q1 Including most of the indicators mentioned Major exchanges by volume P.S. Make sure to refresh CoinMarketCap in a couple of hours 27
  • 28. 2828
  • 29. INTRODUCING CONTACT INFORMATION Lucas Outumuro Senior Analyst loutumoro@intotheblock.io Thank you! Any questions?