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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 McCarthy
Indices
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
Bitcoin
03/07/2023 Data Debrief
Lowest quarterly volume since 2020Crypto markets closed the quarter on a positive note despite trade volumes remaining at historical lows. Last week MicroStrategy confirmed that it bought 12.3k BTC throughout Q2, Coinbase was named as the surveillance partner for Fidelity and other BTC spot ETFs.
Written by The Kaiko Research Team
Liquidity
29/06/2023 Deep Dive
Q2 Liquidity Ranking for Crypto AssetsThis week we provide a Q2 update to our crypto asset liquidity ranking. The recent SEC lawsuits have directly impacted the liquidity of assets identified as securities, and our ranking breaks down the changes. We then compare each asset’s liquidity score to its market cap.
Written by Conor Ryder, CFA
Bitcoin
26/06/2023 Data Debrief
What's Driving Bitcoin's Rally?Crypto markets are booming following a wave of ETF applications in the U.S., a welcome bullish catalyst in a much-battered region.
Written by The Kaiko Research Team
Lending
22/06/2023 Deep Dive
CRV, Aave, and the Art of LiquidationThis week we use lending and borrowing data to explore an extremely large position that raised some red flags last week.
Written by Riyad Carey
Tether
19/06/2023 Data Debrief
The Data Behind Tether's DepegCrypto markets made slight gains this week after the Fed decided to pause interest rate increases, a bullish signal for risk assets, and Blackrock filed for a spot bitcoin ETF, a surprise move amid a tough U.S. regulatory environment.
Written by The Kaiko Research Team
Liquidity
15/06/2023 Deep Dive
Q2 Crypto Liquidity UpdateWelcome to Deep Dive! This week we provide a Q2 update on crypto market liquidity, looking at the recent Tether depeg, a big buildup of a CRV position on Aave, and how the SEC’s rulings are impacting centralized liquidity.
Written by Conor Ryder, CFA
CEX
12/06/2023 Data Debrief
Market Makers Flee Binance.USWhat a week. Binance and Coinbase were each hit with major lawsuits by the SEC, causing heavy volatility and an altcoin sell-off. In other news, Tether invested in a BTC mining company, the Arbitrum network stopped for one hour, and Australia’s largest bank will limit crypto transactions.
Written by The Kaiko Research Team
Binance
08/06/2023 Deep Dive
The Data Behind the SEC's Big WeekThis week we’ll examine volume and liquidity data related to the SEC’s charges against Binance, Binance.US, and Coinbase.
Written by Riyad Carey
Privacy
05/06/2023 Data Debrief
The Fraught Future of Privacy TokensBitcoin whipsawed over the past week, closing lower on Sunday after a mixed U.S. jobs report. In industry news, Binance appointed a possible CZ successor as regional director, Celsius has deposited $745 million of ETH into staking contracts since June 1, and Coinbase’s derivatives exchange will offer new BTC and ETH futures this week.
Written by The Kaiko Research Team
Liquidity
01/06/2023 Deep Dive
A Cheatsheet for Bid Ask SpreadsThis week we’ll take our first in-depth look at Bid-Ask spreads on centralized exchanges, an under-appreciated indicator of liquidity. We’ll use some distribution analysis to examine which exchanges, stablecoins and pairs have the tightest and widest range of spreads in an environment where liquidity has become a premium in markets.
Written by Conor Ryder, CFA
Stablecoin
30/05/2023 Deep Dive
Stablecoin Liquidity: Diving Into the DataThis quick analysis explores market depth and trade volume for the top 5 stablecoins: USDT, USDC, BUSD, DAI, and TUSD. The increasingly competitive stablecoin landscape is dominated by Tether on centralized exchanges, but USDC reigns in DeFi.
Written by Clara Medalie
Ethereum
29/05/2023 Data Debrief
72% of ETH liquidity is concentrated on 5 exchangesBitcoin gained some ground early on Monday as U.S. lawmakers reached a debt ceiling deal in principle. Hong Kong confirmed it will allow retail traders to trade certain crypto assets starting June while the Digital Currency Group (DCG) closed its trade execution and prime brokerage units, citing bear market and regulatory uncertainty.
Written by The Kaiko Research Team
Liquidity
25/05/2023 Deep Dive
LDO's Shifting Market Structure: Unveiling Market MetricsThis week we are excited to reveal Kaiko’s brand new Asset Metrics product, which aggregates liquidity and volumes for all assets across all exchanges. Using LDO as a case study, we’ll show how this product is a game changer for understanding a crypto asset’s market structure.
Written by Riyad Carey
Tether
22/05/2023 Data Debrief
Why is Tether's market cap approaching all time highs?Bitcoin lost some ground this week, down about 2%, as crypto trade volumes slipped to yearly lows. In other industry news, Digital Currency Group missed a $630 million payment owed to crypto exchange Gemini last week, the SEC responded to Coinbase’s lawsuit and Tether announced it would start buying BTC with 15% of its excess profits. In this week’s Debrief we explore:
Written by The Kaiko Research Team
Stablecoin
18/05/2023 Deep Dive
Stablecoins: Does Trust Really Matter?After the events of 2023, Tether has become the dominant stablecoin, despite being the least trusted. In this week’s Deep Dive, we explore whether this is evidence that trust is a lower priority for crypto investors, who seem to prefer peg stability, liquidity and versatility more.
Written by Conor Ryder, CFA
Binance
15/05/2023 Data Debrief
Market Makers Continue to Reduce LiquidityBTC and ETH erased most gains as the Dollar made a strong comeback. In industry news, the Ethereum network suffered technical issues, U.S.-based Bakkt de-listed 25 tokens under regulatory pressure, and Binance.US is reportedly trying to cut CZ’s dominant stake in the exchange.
Written by The Kaiko Research Team