Bubblemaps reviews LIBRA event arbitrage playbook: Single wallet cluster drains $87 million in one hour

According to a report by Odaily, blockchain analytics platform Bubblemaps released an investigation report on the Solana Meme token LIBRA. On February 14, 2025, after Argentine President Javier Milei posted a message supporting the launch of LIBRA, the token's market cap briefly reached approximately $4 billion within less than two days before rapidly crashing. Investors incurred losses exceeding $250 million in what has been dubbed "Cryptogate."

Bubblemaps stated that multiple abnormal signals were detected within the first hour of LIBRA's launch:

82% of the token supply was concentrated in a single wallet cluster, significantly deviating from typical Meme token distribution patterns;

No tokenomics information was provided, with no details on lock-ups, fund allocation, or roadmap;

Liquidity pool fees were abnormal, generating over $25 million in fees within the first hour of trading, far exceeding normal retail trading levels.

The investigation revealed that the deployers did not directly dump $LIBRA on the open market. Instead, they added a one-sided liquidity pool containing only $LIBRA on Meteora while simultaneously withdrawing USDC and SOL from the original pool, enabling fund transfers with low slippage. Bubblemaps noted that by the time public warnings were issued, the team had already extracted approximately $87 million in assets through this mechanism. Subsequently, Bubblemaps discovered financial links between LIBRA and another controversial token, $MELANIA. Through on-chain evidence such as cross-chain transfers and overlapping exchange deposit addresses, analysts believe both projects may be operated by the same team, allegedly linked to Kelsier Ventures and its head, Hayden Davis.

The report states that this team has since been associated with multiple Meme token projects, including $HOOD, $TRUST, $KACY, and $VIBES. Their common modus operandi includes: holding large token concentrations during the deployment phase, using multiple wallets to front-run purchases, rapidly inflating market caps, and then exiting to cash out.

Bubblemaps indicated that what made the LIBRA incident unique was not the technical methodology, but rather the public endorsement from Javier Milei, which amplified what would have been an ordinary Meme token operation into a globally followed event. The firm believes that indicators such as wallet cluster analysis, supply concentration, and on-chain fund flows had already exposed risk signals early on, and it will continue to monitor related address activity going forward.