Famous Rug Pull Cases & How Much Was Lost
Rug Pull Loss Estimator
About This Tool
This estimator calculates potential losses based on historical rug pull incidents. Enter the number of tokens you invested and their current value to see how much you could have lost in a similar scenario.
Estimated Loss:
Enter values and click Calculate to see your potential loss.
Historical Context:
This tool compares your situation to notable rug pull cases.
Quick Takeaways
- Rug pulls have stolen over $2billion from investors, dwarfing most exchange failures.
- The biggest single incident was the Thodex exchange collapse in 2021, wiping out roughly $2billion.
- DeFi tokens like AnubisDAO and meme coins such as FROGGY lose 99%+ of value within weeks.
- NFT scams-e.g., Bored Bunny-often use fake celebrity endorsements to boost sales before crashing.
- Key warning signs include anonymous teams, missing audits, and sudden liquidity withdrawals.
What a rug pull Is and Why It Matters
When a rug pull is a type of cryptocurrency fraud where creators abandon a project, drain the liquidity pool, and leave token holders with essentially worthless assets, the impact can be catastrophic. Solidus Labs estimates more than 300,000 scam tokens and two million defrauded investors, meaning the total loss exceeds the combined damage from the FTX, Celsius, and Voyager collapses.
Rug pulls fall into two broad buckets:
- DeFi scams: malicious smart contracts let developers mint endless tokens, block sales, or levy exorbitant fees.
- Exit scams: flashy marketing, fake partnerships, and celebrity hype are used to attract capital before the team disappears.
Both approaches rely on the same psychology-quick profits, limited due‑diligence, and the allure of being an early adopter.
Most Notorious Rug Pulls in History
Below are the cases that have shaped the narrative around crypto fraud. Each example illustrates a different execution style and scale.
- Thodex (2021) - A Turkish centralized exchange whose CEO vanished after halting withdrawals, stealing over $2billion. This is the largest single‑event loss to date and shows that even seemingly legitimate platforms can execute massive exit scams.
- BitConnect (2016) - One of the earliest high‑profile scams, promising astronomic returns via a proprietary lending algorithm. The token collapsed after regulators intervened, wiping out hundreds of millions of dollars.
- AnubisDAO (Oct2021) - Raised close to $60million in a 20‑hour flash sale, then drained the liquidity pool of wrapped Ethereum. The project claimed to be a decentralized, asset‑backed currency but offered no white paper or identifiable team.
- Squid Game Token (Oct2021) - Leveraged the Netflix series’ popularity, soaring from $0.01 to $2,861 in a week. When investors tried to cash out, the contract turned into a honeypot and developers walked away with an estimated $3.38million.
- Bored Bunny NFT (Dec2021) - Promised celebrity‑backed merchandise, a private metaverse, and 10× returns. Primary sales generated ~2,000ETH, but the floor price fell to 0.085ETH after insiders were found to have purchased the “celebrity” NFTs themselves.
- FROGGY Coin (Early2024) - Marketed as a meme token with community‑driven hype. liquidity was drained within days, leaving the token at $0.0000000074-a 99.95% drop from its all‑time high.
- Hawk Tuah (HAWK) (Dec2024) - Celebrity Hailey Welch launched the meme coin, peaking at $500million market cap before a 71% plunge to $60million in minutes. Legal action is now underway.
How Much Money Was Actually Lost?
The table below compiles the top rug pulls by stolen value, the year they occurred, and the primary mechanism used.
Project | Year | Estimated Loss | Type | Key Warning Signs |
---|---|---|---|---|
Thodex | 2021 | ~$2billion | Centralized Exchange Exit Scam | Sudden withdrawal freeze, unverified CEO |
AnubisDAO | 2021 | ~$58million | DeFi Liquidity Drain | No audit, pseudonymous devs, no white paper |
Squid Game Token | 2021 | ~$3.4million | Honeypot + Aggressive Marketing | Impossible promises, blocked dissenters |
Bored Bunny NFT | 2021 | ~2,000ETH (~$5million) | NFT Celebrity Fake Endorsements | Fake celebrity NFTs, no provenance |
FROGGY | 2024 | ~99.95% value loss | DeFi Meme Token | Anonymous team, sudden liquidity pull |
Hawk Tuah (HAWK) | 2024 | ~$440million (market‑cap drop) | Celebrity‑backed Meme Coin | Celebrity promotion, no audit, instant dump |
BitConnect | 2016 | ~$500million | Ponzi‑style Lending Platform | Unclear algorithm, regulator warnings |

Common Tactics Behind the Scams
Understanding the mechanics helps investors spot red flags. Below are the most frequent tricks.
- Smart‑contract backdoors: code that lets creators mint unlimited tokens, set exorbitant sell taxes, or block transfers altogether.
- Liquidity‑drain attacks: the initial liquidity pool is funded by early investors; the devs later withdraw the entire pool, crashing the price.
- Fake whitepapers and partnerships: bogus documents list “strategic partners” that don’t exist, giving the illusion of legitimacy.
- Social‑media hype: coordinated bots, paid influencers, and celebrity shout‑outs create a fear‑of‑missing‑out (FOMO) environment.
- Honeypot contracts: the token appears tradable, but the sell function reverts, trapping funds forever.
- Deep‑faked endorsements (especially in NFT drops): AI‑generated videos or images claim famous personalities own the pieces.
Red Flags to Watch for Before You Invest
Even if a project looks polished, a few tell‑tale signs often point to a future rug pull.
- Anonymous or pseudonymous team. Real projects usually list verifiable LinkedIn profiles or GitHub commits.
- No third‑party audit. Check for a reputable security firm’s report; absence is a warning.
- Unrealistic promises. Guarantees of 10× returns, “risk‑free” yields, or “guaranteed” APY are rarely legitimate.
- Liquidity locked for a short period. If the liquidity can be removed at any time, the token is vulnerable.
- Heavy reliance on hype. If the marketing strategy leans more on memes, celebrity shout‑outs, or viral challenges than on technical documentation, proceed cautiously.
- Contract code not verified. On platforms like Etherscan, unverified contracts hide malicious functions.
What Regulators and Law Enforcement Are Doing
Since 2021, authorities have stepped up prosecutions. The Hawk Tuah case, for instance, resulted in a federal lawsuit filed by Burwick Law against the celebrity promoter and three accomplices. Similar actions have been taken against the founders of the Squid Game token and several unnamed DeFi scams.
However, the cross‑border nature of blockchain, combined with pseudonymity, makes enforcement a long‑haul effort. Experts advise investors to treat due‑diligence as a mandatory step rather than an optional precaution.
How to Protect Yourself and Recover Losses
While prevention is the best strategy, some steps can mitigate damage after a rug pull occurs.
- Document everything. Save transaction hashes, screenshots of promotional material, and communication logs. This aids any legal claim.
- Report to platforms. Notify the exchange where the token was listed; they may freeze the offending address.
- Use blockchain analytics. Services like Chainalysis can trace the flow of stolen funds, which can be useful for law‑enforcement cooperation.
- Consider insurance. Some DeFi protocols now offer coverage for smart‑contract failures, though premiums can be high.
- Learn from post‑mortems. Review analysis reports of past rug pulls to refine your own vetting checklist.
Takeaway Checklist for New Crypto Projects
Before you commit any capital, run through this quick list:
- Verify team identities and past projects.
- Check for an independent smart‑contract audit; read the full report.
- Confirm liquidity is locked on a reputable timelock contract.
- Read the whitepaper-look for technical detail, not just marketing fluff.
- Search for community sentiment on Reddit, Telegram, and Discord; watch for “blocked” or deleted accounts.
- Test a small amount first; monitor transaction behavior for hidden fees.

Frequently Asked Questions
What is the most common way a rug pull is executed?
The quickest method is to create a liquidity pool, let early investors buy in, and then the developers withdraw the entire pool in a single transaction. This liquidity‑drain attack instantly collapses the token price.
Can I recover funds after a rug pull?
Recovery is rare because the stolen assets are often moved through mixers or converted to privacy‑focused chains. Filing a police report and providing blockchain evidence improves the odds, but most victims receive no compensation.
How do I spot a honeypot token?
Test a tiny sell transaction on a block explorer. If the transaction reverts or the contract shows a “require” that blocks transfers, it’s likely a honeypot.
Are NFT rug pulls as harmful as DeFi ones?
While NFT scams often involve lower total dollar amounts, they can devastate collectors who paid high premiums based on fake celebrity endorsements. The loss of cultural or artistic value adds another layer of harm.
What regulatory actions are being taken worldwide?
Countries like the U.S., South Korea, and the EU are tightening anti‑money‑laundering rules for crypto exchanges and demanding KYC for token issuers. Several high‑profile lawsuits, like the one against the Hawk Tuah creators, signal a growing willingness to pursue civil penalties.
1 Comments
Cathy Ruff
October 4, 2025 at 09:07
Rug pulls are just lazy scams for greedy idiots.