A report from blockchain analytics firm Solidus Labs has raised fresh concerns about the integrity of Solana’s meme coin economy, finding that 98.6% of tokens launched on Pump.fun and 93% of liquidity pools on Raydium showed indicators of fraudulent behavior. The findings point to a deeply skewed market structure in which extremely low issuance costs and rapid token creation can enable pump-and-dump schemes, rug pulls, and other forms of opportunistic abuse.
Large-scale review of Pump.fun activity
According to Solidus Labs’ 2025 Rug Pull Report, researchers examined more than 7 million tokens created on Pump.fun between January 2024 and March 2025. Out of that enormous sample, fewer than 100,000 tokens maintained liquidity above $1,000. That gap suggests that while token creation on the platform has exploded, only a small minority of launches develop even minimal and sustained trading depth.
The report argues that Pump.fun’s bonding curve model contributes to this imbalance. Because token prices rise with each incremental purchase, creators and very early buyers can benefit disproportionately, while later entrants may be left buying at elevated levels with little protection if attention fades or insiders exit. In practice, that structure can magnify speculative momentum while exposing retail traders to sharp losses.
More broadly, the findings add to the debate over whether frictionless token-launch infrastructure, while innovative and accessible, also makes it easier for bad actors to scale fraud. In a low-fee environment like Solana, the cost of launching tokens is minimal, which lowers the barrier not only for experimentation but also for abuse.
Raydium liquidity pools also show widespread risk
Solidus Labs found similar patterns on Raydium, one of Solana’s best-known decentralized exchanges. Of approximately 388,000 liquidity pools reviewed, 93% displayed signs of what the report describes as soft rug pulls. In these cases, developers or insiders withdraw liquidity abruptly after attracting trading activity, leaving buyers unable to exit efficiently or forcing them to absorb steep losses.
The report says the median loss per incident was $2,832, while one case exceeded $1.9 million. These numbers underscore that even relatively small pools can inflict meaningful damage on retail participants, especially when hype-driven trading compresses due diligence into a matter of minutes or hours.
Unlike a more visible hard rug pull, where a project may collapse instantly or disappear entirely, a soft rug pull can unfold in a way that appears less dramatic at first but still devastates participants. Traders enter a pool expecting tradable liquidity to remain available, only to find that the pool has been drained once enough capital has arrived.
Regulators and prosecutors are increasing scrutiny
The report arrives as U.S. authorities intensify their focus on crypto-related fraud. The article notes that the SEC’s Cyber and Emerging Technologies Unit and the Department of Justice have made crypto scams, including rug pulls, a higher enforcement priority. That trend suggests that token issuers, exchange operators, and affiliated service providers may face greater legal exposure if they are seen as facilitating or ignoring obvious warning signs.
In March 2025, New York state lawmakers proposed legislation aimed at criminalizing certain forms of code-based fraud, a sign that policymakers are trying to adapt legal frameworks to increasingly automated and onchain financial misconduct. The article also references a class action lawsuit alleging that Solana DEX Meteora enabled a $69 million rug pull, highlighting how platform-level accountability is becoming a larger issue in litigation.
Even where a platform does not directly create a fraudulent token, regulators may increasingly ask what safeguards were in place, what risk signals were detectable, and whether warning systems were sufficient. As the ecosystem matures, the legal distinction between being merely neutral infrastructure and being negligently permissive may face closer examination.
Compliance and reputational risks are rising for institutions
Solidus Labs said the problem is no longer limited to trader losses or isolated bad actors. Crypto institutions themselves may face escalating legal, compliance, and reputational risks if fraudulent activity proliferates unchecked on products they support or markets they help enable. A DOJ enforcement memo from April 2025, cited in the report, warned that platforms could face fines or even executive liability if they fail to take reasonable steps to mitigate fraud.
That warning is especially significant in ecosystems built around speed, automation, and open participation. While decentralization can reduce gatekeeping, it can also complicate responsibility. The Solidus Labs findings imply that firms operating in such environments may need to move beyond passive listing or routing models and adopt more active monitoring and risk scoring.
The firm recommended tools such as Token Sniffer and similar monitoring systems that can flag red flags including concentrated token ownership, unlocked liquidity, and other structural vulnerabilities. These indicators do not guarantee fraud on their own, but they can help investors and platforms identify projects that deserve closer scrutiny before significant capital is committed.
What the findings mean for the Solana meme coin market
The report does not suggest that every Solana meme coin is fraudulent, nor does it argue that all open token-launch systems are inherently harmful. However, the scale of the numbers involved is difficult to ignore. When 98.6% of launched tokens and 93% of reviewed liquidity pools display suspicious patterns, the concern shifts from isolated misconduct to a broader structural weakness.
For traders, the message is straightforward: rapid token creation and viral market attention do not equal legitimacy. For platforms, the challenge is more complex. They must balance open access and product growth against rising demands for surveillance, user protection, and legal defensibility. For regulators, the findings provide new evidence that meme coin markets may require more aggressive intervention than previously assumed.
As Solana remains one of the most active chains for retail speculation, the Solidus Labs report is likely to fuel debate over whether current market design encourages innovation, exploitation, or both. At minimum, it serves as a warning that low fees and high throughput, while powerful advantages, can also accelerate the spread of fraud when oversight and risk controls fail to keep pace.