Request a Demo

Amberdata Research Library
Research Report

How $3.21B Vanished in 60 Seconds: October 2025 Crypto Crash Explained Through 7 Charts

At 20:50 UTC on October 10, 2025, cryptocurrency derivatives markets entered a 40-minute cascade that would liquidate $6.93 billion in leveraged positions. By 03:00 UTC the following morning, $9.89 ...

Download Now
Research Report

Bitcoin’s Great Rotation: Who Bought the Dip and Why It Matters

Over 100,000 BTC woke up. Coins dormant for five years or more - last moved ...

Download Now
Research Report

The Leverage Purge: Why the Market Is Healthier After $8.55B in Pain

$8.55 billion liquidated in 57 days. Over two thirds of it - $6.08 billion - ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - December 2, 2025

Late-Stage Deleveraging with Early Stabilization Signals: Digital assets ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - November 25, 2025

Market Correction with Controlled Deleveraging: Digital assets weakened with ...

Download Now
Research Report

Coincidence or Signal? Did WLFI Telegraph Crypto’s $6.93B Meltdown

On October 10th, 2025, World Liberty Financial Token (WLFI) - a Trump ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - November 18, 2025

Broad Deleveraging Across Assets: Digital assets sold off sharply with BTC ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - November 11, 2025

Market Rotation with Selective Risk-Taking: Digital assets showed stark ...

Download Now
Research Report

The Perfect Storm: Why Bitcoin Crashed Below $100K

Bitcoin crashed below $100,000 on November 4, 2025, for the first time since ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - November 4, 2025

Our comprehensive weekly coverage of price action and volatility, trading ...

Download Now
Research Report

How $3.21B Vanished in 60 Seconds: October 2025 Crypto Crash Explained Through 7 Charts

At 20:50 UTC on October 10, 2025, cryptocurrency derivatives markets entered a ...

Download Now
Research Report

Five Signals of FOMC Impact: How Interest Rate Decisions Reshape Crypto Market Microstructure

This research quantifies how different Federal Reserve decision types create ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - September 16, 2025

This week's Digital Asset Snapshot was characterized by significant regulatory ...

Download Now
Research Report

Beyond the Spread - Understanding Market Impact and Execution

The order book shows $16.53 million in available liquidity at 100 basis points. ...

Download Now
Research Report

The Rhythm of Liquidity - Temporal Patterns in Market Depth

This analysis examines 50,526 minutes of orderbook data from Binance’s ...

Download Now
Research Report

The Architecture of Market Depth: How Liquidity Really Works in Crypto Markets

This analysis examines 50,526 minutes of orderbook data from Binance’s ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - August 15, 2025

This week's Digital Asset Snapshot was defined by historic price achievements ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - July 28, 2025

This week's Digital Asset Snapshot was defined by historic price milestones and ...

Download Now
Research Report

DEFI Activity, Stablecoins, and the Impact on Price Volatility: Part 5

Throughout Parts 1-4 of this series, we established the foundational ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - July 7, 2025

This week's Digital Asset Snapshot was defined by regulatory breakthroughs and ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - June 19, 2025

This week’s Digital Asset Snapshot was shaped by geopolitical shocks and ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - June 5, 2025

In this week’s Digital Asset Snapshot, markets experienced heightened ...

Download Now
Research Report

DEFI Activity, Stablecoins, and the Impact on Price Volatility: Part 4

In Part 1, Part 2 and Part 3, we provided a comprehensive foundation exploring ...

Download Now
Research Report

Amberdata 2025: Q1 Digital Asset Market Intelligence Report (COMPLETE)

Welcome to Amberdata’s Q1 2025 Market Report—a quarter defined by remarkable ...

Download Now
Research Report

Amberdata 2025: Q1 Exchanges and Derivatives Market Intelligence Report

Welcome to Amberdata’s Q1 2025 Exchanges and Derivatives Market Intelligence ...

Download Now
Research Report

Amberdata 2025: Q1 Stablecoin Market Intelligence

Welcome to Amberdata’s Q1 2025 Stablecoin Market Intelligence Report—a quarter ...

Download Now
Research Report

Amberdata 2025: Q1 Ethereum Market Intelligence

Welcome to Amberdata’s Q1 2025 Ethereum Market Intelligence Report—a quarter ...

Download Now
Research Report

Amberdata 2025: Q1 Bitcoin Market Intelligence

Welcome to Amberdata’s Q1 2025 Bitcoin Market Intelligence Report—a quarter ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - April 25, 2025

In this week’s Digital Asset Snapshot, markets grappled with security fears and ...

Download Now
Research Report

DEFI Activity, Stablecoins, and the Impact on Price Volatility: Part 3

This is part three of a series exploring key aspects of the impact on price ...

Download Now
Research Report

How Do On-Chain Metrics Explain Bitcoin Volatility? Part 2

This report builds on the insights from our previous exploration, “How Do ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - April 15, 2025

In this week’s Digital Asset Snapshot, macro crosswinds left crypto markets ...

Download Now
Research Report

DEFI Activity, Stablecoins, and the Impact on Price Volatility: Part 2

A data-driven look at the connection between stablecoin lending trends and ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - March 28, 2025

In this week’s Digital Asset Snapshot, market sentiment remains cautious ...

Download Now
Research Report

How Do On-Chain Metrics Explain Bitcoin Volatility? Part 1

In this report, we take a closer look at Bitcoin’s price fluctuations by ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - March 14, 2025

In this week’s Digital Asset Snapshot, we delve into a multifaceted market ...

Download Now
Research Report

DEFI Activity, Stablecoins, and the Impact on Price Volatility: Part 1

This is the first part of a series exploring key aspects of the impact on price ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - February 28, 2025

In this week’s Digital Asset Snapshot, we cover the fallout from recent market ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - February 14, 2025

In this week’s Digital Asset Snapshot, Crypto AI Agents saw their market cap ...

Download Now
Research Report

Crypto Pairs Trading Strategy: Applying Cointegration and Statistical Methods to Develop Concrete Trading Signals

In this report, we lay the groundwork for our crypto pairs trading strategy by ...

Download Now
Research Report

2024 Digital Asset Market Intelligence

Over the past twelve months, Bitcoin, Ethereum, and a variety of stablecoins ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - January 28, 2025

In this week’s Digital Asset Snapshot, we cover the SEC’s new crypto task force ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - January 10, 2025

In this edition of the report, intensifying recession fears and surging ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - December 23, 2024

In this edition of the report, three major trends stand out, from institutional ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - December 6, 2024

In this edition of the Amberdata Digital Asset Snapshot, Bitcoin’s historic ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - November 22, 2024

This week, we explore Bitcoin’s rally nearing the $100K milestone, new ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - November 8, 2024

In this edition, we explore how Trump’s election victory and recent economic ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - October 23, 2024

This edition of the newsletter focuses on OpenEden’s achievement of surpassing ...

Download Now
Research Report

Unlocking Profit: Developing and Backtesting Winning ETH Trading Strategies

Blockchain technology offers a wealth of public data, but transforming this raw ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - October 9, 2024

This week’s snapshot focuses on the macro implications of the robust U.S. jobs ...

Download Now
Research Report

Dissecting Volatility: Analyzing Binance ETH-USDT Order Book and Tradebook Data During the Yen Carry Trade Unwind

In global finance, unexpected connections can have wide-reaching effects. A ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - September 11, 2024

Venmo and PayPal Adopt ENS. Venmo and PayPal have integrated Ethereum Name ...

Download Now
Research Report

BTC vs ETH: 30-Day ETF Comparison

The Bitcoin ETF began trading on January 10, 2024, marking a significant ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - August 28, 2024

NFT trading platform Opensea, once the dominant platform in NFT trading, has ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - August 14, 2024

Brazil leads the way. After the launch of Ethereum ETFs in the United States ...

Download Now
Research Report

Liquidator Profits on AAVE2

This report investigates historical liquidation data on AAVEv2, specifically on ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - July 31, 2024

It has been a tumultuous week for the digital asset space as BTC boomeranged ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - July 17, 2024

It’s been reported on multiple outlets that the SEC has told ETH ETF issuers ...

Download Now
Research Report

Pulling Signal from the Noise: Trading AmberLens' Institutional Bitcoin Metrics

AmberLens, Amberdata’s market intelligence solution, provides analysts and ...

Download Now
Research Report

Amberdata Digital Asset Quarterly Report: Q2 2024

Following a turbulent Q1 2024, which saw the initial wave of digital asset ETFs ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - June 19, 2024

It has been an exciting two weeks for the digital asset space since our last ...

Download Now
Research Report

Curve Your Enthusiasm: Curve and the Curve Ecosystem Defi Primer

Originating as a stablecoin exchange called Stableswap, Curve has since become ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - June 5, 2024

Thailand has joined the digital asset ETF wave after approving its first spot ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - May 22, 2024

Happy Bitcoin Pizza Day! Several events in the last two weeks highlighted a ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - May 8, 2024

The FTX saga may soon conclude with a twist: creditors are set to be repaid in ...

Download Now
Research Report

Amberdata Quarterly Report - Q1 2024

Memes have been getting out of control! The first quarter of 2024 started with ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - April 24, 2024

Bitcoin completed the fourth halving of network rewards last week, reducing ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - April 10, 2024

Last week we saw notable movements in ETH and BTC. ETH and BTC briefly surged ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - March 27, 2024

If you’ve been following the market lately, you might be expecting today’s ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - March 13, 2024

Bitcoin breaks $70k! In our last snapshot, we were celebrating Bitcoin’s ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - February 28, 2024

Bitcoin breaks $60k! In an incredible rally, Bitcoin has surged past the $60k ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - February 14, 2024

In a net positive sign that Valentines is still thriving, Ethereum L2 Starknet ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - January 31, 2024

In regulatory news, the Securities Exchange Commission (SEC) has proposed to ...

Download Now
Research Report

Amberdata Digital Assets Quarterly Report - Q4 2023

Reflecting on 2023, we witnessed expansion in both Total Value Locked (TVL) and ...

Download Now
Research Report

Strategies for Mitigating Impermanent Loss Across Uniswap V3

Providing liquidity on Decentralized Exchanges (DEXs) can be a great source of ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - January 17, 2024

The SEC has officially approved Spot Bitcoin ETFs, giving digital assets a ...

Download Now
Research Report

Bitcoin's Next Frontier: Institutional Demand in the World of Options and Futures Trading

Each cryptocurrency bull market differs from its predecessors. In 2023, there ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - January 4, 2024

2024 has started already with a bang and a crash with BTC down 5.5% and ETH ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - December 20, 2023

With the upcoming year anticipating the Bitcoin halvening, Bitcoin (and other ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - December 6, 2023

Bitcoin is back! After crossing the $44k price point, BTC has made headlines ...

Download Now
Research Report

Trading Between Hours - Volatility Dispersion Across Tokens

Previously, we examined the volatility and returns distributions of ...

Download Now
Research Report

Trading Crypto Between Hours - Volatility Dispersion Across Exchanges

Previously, we examined the volatility and returns distributions of ...

Download Now
Research Report

Amberdata Digital Asset Snapshot - November 21, 2023

Binance has settled with the US Department of Justice (DOJ) and Commodities ...

Download Now
Research Report

Trading Crypto Between Hours - Volatility Dispersion Across Multiple Regions

The constant and changing cryptocurrency markets bring both opportunities and ...

Download Now
Research Report

Amberdata Crypto Snapshot - November 8, 2023

To say the last two weeks were eventful is monumental understatement. Here are ...

Download Now
Research Report

Amberdata Crypto Snapshot - October 25, 2023

Hopium has returned just in time for the annual “How’s Bitcoin?” Thanksgiving ...

Download Now
Research Report

Primer: Becoming an Algorithmic Stablecoin Maxi

Stablecoins, designed to maintain a peg with a fiat currency, have become a key ...

Download Now
Research Report

Amberdata Crypto Snapshot - October 11, 2023

It has been an exciting first two weeks of October. Here is a short recap of ...

Download Now
Research Report

The Lost Stablecoin Depeg

When a tree falls in the forest, the only one who hears it is the one swinging ...

Download Now
Research Report

Lending Stablecoins: Aggregate Analytics

Stablecoins are a vital aspect of any DeFi portfolio. They provide a safe haven ...

Download Now
Research Report

Amberdata Crypto Snapshot - September 27, 2023

Several extremely notable events happened over the last two weeks. From ...

Download Now
Research Report

Primer: Becoming an Over-Collateralized Stablecoin Maxi

This primer focuses on over-collateralized stablecoins. We will provide an ...

Download Now
Research Report

Primer: Becoming a Fiat-backed Stablecoin Maxi

Stablecoins designed to maintain a peg with a fiat currency have become a key ...

Download Now
Research Report

Amberdata Crypto Snapshot - September 13, 2023

While Binance.US undergoes yet another CEO departure, Binance faces layoffs, ...

Download Now
Research Report

Crypto Depegging Event Trading Opportunities and Market Impact

Stablecoins, digital assets designed to mirror the value of fiat currencies, ...

Download Now
Research Report

Amberdata Crypto Snapshot - August 30, 2023

Greyscale’s GBTC lawsuit victory is the first big win and a huge step forward ...

Download Now
Research Report

Amberdata Crypto Snapshot - Aug 16, 2023

Early this week, Coinbase received approval to sell crypto futures on its ...

Download Now
Research Report

Preparing for Lift-Off: All About That Base

The long awaited Coinbase L2, Base, is finally here and with it the start of ...

Download Now
Research Report

Amberdata Crypto Snapshot - Aug 2, 2023

The SEC continues its regulation-by-enforcement rampage through the ...

Download Now
Research Report

Orderbook Liquidity and Volume Profile Report

In the fast-paced world of trading, every transaction, every bid, every ask, ...

Download Now
Research Report

Amberdata Crypto Snapshot #9

Since December 2020, Ripple Labs (issuer of XRP and the Ripple network) has ...

Download Now
Research Report

Decoding Option Flows: Q2 2023

Crypto volatility trading has remained concentrated to flows being executed on ...

Download Now
Research Report

Amberdata Crypto Snapshot #8

Even slow weeks are not dull weeks in crypto. Soon after multiple Bitcoin Spot ...

Download Now
Research Report

Amberdata Crypto Snapshot #7

Grayscale Bitcoin Trust (GBTC) is about to have some company after BlackRock ...

Download Now
Research Report

Amberdata Crypto Snapshot #6

This week’s SEC regulation by enforcement approach has finally come to two of ...

Download Now
Research Report

Amberdata Crypto Snapshot #5

In a collective sigh of relief, we begin to wave goodbye to the meme coin craze ...

Download Now
Research Report

Liquidations On Perpetual Futures Contracts As a Leading Indicator of Market Movement

Learn more about one of the most common financial instruments in cryptocurrency ...

Download Now
Research Report

Backtesting A Volatility-Based LP Strategy on Uniswap V2

Learn how with the right strategy, providing liquidity on a decentralized ...

Download Now
Research Report

Amberdata Crypto Snapshot #4

Will the next bull run be driven by memes? Does Bitcoin have a future beyond ...

Download Now
Research Report

Amberdata Crypto Snapshot #3

Slippage has the potential to turn a large fortune into a small one, so paying ...

Download Now
Research Report

Amberdata Crypto Snapshot #2

Binance’s trading volume market share appears to be in decline. Since the CFTC ...

Download Now
Research Report

Developing and Backtesting a Liquidity Provider Strategy on Uniswap V2

The factors to consider when picking a pool on Uni v2, such as the total value ...

Download Now
Research Report

Amberdata Crypto Snapshot #1

Despite the challenges of the last few weeks, both BTC and ETH have rallied ...

Download Now
Research Report

Identifying Crypto Market Trends Using Orderbook Slippage Metrics

Download the Amberdata research paper, "Identifying Crypto Market Trend Using ...

Download Now
Research Report

Leveraging Order Book Heatmaps and Trade Order Flow For Market Trend Analysis

How order book heatmaps provide a visual representation of the supply and ...

Download Now
Research Report

The BTC Volatility Surface: Q1 2023

Analyzing the crypto volatility space is still a nascent game and the regimes ...

Download Now
Research Report

An Unusual Calm in the Crypto Storm

Analyzing Current Low Volatility and Market Stagnation

Download Now
Research Report

BTC Options: Dissecting Volatility Trends

A who’s who of options trading comes together with Amberdata Derivatives to ...

Download Now
Research Report

Developing and Backtesting DEX/CEX Arbitrage Trading Strategies

This eBook delves into the structure of decentralized and centralized ...

Download Now