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Our Data Debrief and Deep Dive insights are published twice a week and you can subscribe to them here.

Bitcoin
07/10/2025 Data Debrief
Is Wall Street Driving BTC Prices?BTC crossed $125k for the first time over the weekend as markets rose across the board last week. Following BTC’s latest record run, we’re exploring BTC’s price drivers and price discovery mechanisms. In particular, we look at the...
Bitcoin
30/09/2025 Data Debrief
Why IBIT Options Traders Paid a Premium for ProtectionToday we’re looking at how risk is measured in crypto, by comparing both traditional and native mark...
Written by Adam Morgan McCarthyIndices
22/09/2025 Data Debrief
Not Just Bitcoin: Baskets Show The Wider Market StoryAs we approach the end of the third quarter, we’re casting an eye over the broader market and which ...
Written by Adam Morgan McCarthy
Stablecoin
31/08/2023 Deep Dive
Defining Depegs: A New Metric for Stablecoin StabilityThis week we present a novel method for measuring the severity of stablecoin depegs.
Written by Riyad CareyMemecoins
28/08/2023 Data Debrief
PEPE Plunges as Founders SellMarkets are flat with BTC and ETH still trading at 2-month lows. Last week, MasterCard and Visa announced they are stepping back from Binance card partnership, the IRS proposed new crypto tax rules, and the U.S. central bank Jackson Hole symposium failed to move markets.
Written by The Kaiko Research TeamLiquidity
24/08/2023 Deep Dive
Comparing Liquidity on Uniswap and BinanceThis week we’ll take our first in-depth look at Market Depth on CEXs and on Uniswap V3 with a comparative approach. We’ll mainly focus on liquidity distribution across prices and markets, aiming to enhance our understanding of liquidity dynamics and provide you with tools to harness the potential of CEX/DEX data. In today’s trading landscape with DEXes gaining market share, knowing which exchanges or pairs offer optimal trade execution is crucial. Kaiko’s depth data makes that possible.
Written by Anastasia MelachrinosBitcoin
21/08/2023 Data Debrief
Top Trends of the SummerVolatility came back to life last week as BTC dropped 9% in under 24 hours, hitting its lowest level since June. Today’s Data Debrief is taking a broader view of the market, revisiting some of the key trends shaping the market this summer.
Written by The Kaiko Research TeamCEX
18/08/2023 Deep Dive
Where Has the Volatility Gone?This week we recap a slow summer, examining volatility, liquidity, and volumes.
Written by Riyad CareyCurve
14/08/2023 Data Debrief
Curve 3pool Sees $175m OutflowsLast week, the U.S. SEC delayed its decision on the Ark 21Shares Bitcoin spot ETF application and said it will appeal the Ripple court ruling, Coinbase officially launched its Base Blockchain. The U.S. Fed added Hedera-based Dropp to its list of FedNow service providers.
Written by The Kaiko Research TeamTether
07/08/2023 Data Debrief
Tether Imbalance on Curve Raises QuestionsThe DeFi sector continues to reel from the Curve exploit, although more than 70% of funds have been returned. In non-exploit news, Coinbase exceeded analyst expectations with Q2 revenues, a wave of companies filed for ether ETFs, and Tether is now one of the largest Bitcoin holders.
Written by The Kaiko Research TeamCurve
03/08/2023 Deep Dive
Loans, Buy Walls, and OTC Deals: The Curve Finance ExploitCurve Finance is back as the center of attention in DeFi just a few weeks after CEO Michael Egorov’s large CRV-backed loans drew scrutiny. This time, however, the inciting incident was an exploit.
Written by Riyad CareyBinance
31/07/2023 Data Debrief
The Impact of Binance's Zero-Fee VolumeIt was a landmark week for crypto regulation after the House Financial Services Committee advanced a crucial bill that could provide clearer guidelines for the industry if passed. In other news, Curve Finance experienced an exploit, crypto ETPs saw record inflows, and the Bank of Italy tapped Polygon for an institutional DeFi pilot.
Written by The Kaiko Research TeamCEX
27/07/2023 Deep Dive
Breaking Down Worldcoin's LaunchWorldcoin’s launch was one of the most unique and controversial in recent years. Much of the controversy stems from the understandable skittishness with Worldcoin’s goal (creating a global identity network) and sci-fi-like methods of achieving this goal (eyeball scans). This has been nicely summarized by the MIT Technology Review here. I’ll instead focus on why this launch was unique by analyzing tokenomics, trading, and liquidity.
Written by Riyad CareyBitcoin
24/07/2023 Data Debrief
Altcoin Dominance Hits 4-Month HighThe SEC finally responded to the Ripple ruling, asserting the case was “wrongly decided,” contributing to a slight pullback for altcoins amid a wider rally. This week, we explore Bitcoin dominance, centralized exchange concentration, the Arkham token launch, and bearish bets against BNB.
Written by The Kaiko Research TeamDeFi
20/07/2023 Deep Dive
Deep Dive: EthCC EditionThis week we have a special edition of our research dedicated to EthCC. The Kaiko team gave three technical presentations exploring market concepts, looking at Uniswap V3 LP trading strategies, market manipulation on centralized exchanges, and the importance of liquidity data in DeFi.
Written by The Kaiko Research TeamXRP
17/07/2023 Data Debrief
XRP Volume Surpasses BTC Following Landmark RulingMarkets are soaring after a judge ruled in (partial) favor of Ripple’s case with the SEC. Meanwhile, Celsius’ CEO was arrested for fraud, Binance laid off 1,000 workers, and Multichain is shutting down.
Written by The Kaiko Research TeamStablecoin
13/07/2023 Deep Dive
The State of StablecoinsThis week, we explore the state of stablecoin market structure to better understand their systemic importance to cryptocurrency markets. We’ll focus on the top five stablecoins by market cap: USDT, USDC, BUSD, TUSD, and DAI.
Written by Clara MedalieDeFi
10/07/2023 Data Debrief
Celsius Liquidations Could Pressure Altcoin MarketsDespite a drop in overall crypto activity, BTC has traded consistently above $30k for the longest stretch of time since early 2022, bolstered by the possibility of a Blackrock spot ETF approval. Meanwhile, Binance lost several key executives and Gemini filed a lawsuit against DCG.
Written by The Kaiko Research TeamEthereum
06/07/2023 Deep Dive
Is stETH Liquid Enough?This week we examine stETH’s liquidity and leverage in light of its increasing usage on DeFi protocols.
Written by Riyad Carey
