Category
Risk & Analysis
15 articles in this category.
How to Read a Token Risk Score: A Complete Guide to Hannisol's Analysis
Most crypto risk tools display a single number — a score or a rating — without explaining what went into it. "Risk: 72 / 100" tells you almost nothing about why a token is risky, which specific risks are present, or whether those risks are relevant to your particular use case and time horizon. A num
The Complete Guide to Solana Token Holder Analysis
If you could read only one data source about a Solana token before deciding whether to buy, it should be its holder distribution. The full picture of who owns a token — how many wallets, in what concentrations, with what funding origins, growing at what rate — reveals more about the structural risk
How On-Chain Analytics Work: Reading Solana Blockchain Data for Token Research
In traditional financial markets, investors face a fundamental asymmetry: companies control what information they disclose, when they disclose it, and how it's presented. Management teams can shade narratives, delay unfavorable news, and present misleading summaries. Investors must rely on regulated
What Is a Crypto Points Program and Why They Create Token Risk
Points programs promise future airdrops — but they attract mercenary capital that sells immediately at launch. Learn how to evaluate points programs and their effect on token economics.
Understanding Volatility Risk: Why High APY Often Means High Danger
If you've spent any time in the Solana DeFi ecosystem, you've encountered advertised yields that seem almost surreal: 300% APY on staking, 800% on liquidity pools, occasionally four- or five-digit yields on new protocol launches. The natural response for many newcomers is excitement — this is the ki
What Is a Token Audit and Why Most Solana Meme Coins Don't Have One
In software development, a code audit is a systematic review of a codebase by independent experts who look for vulnerabilities, logic errors, and undisclosed backdoors. In the Solana token ecosystem, the equivalent is a smart contract (program) audit — an independent review of the token's on-chain p
How to Evaluate a Solana Token Project in 10 Minutes
Most people spend more time choosing a restaurant than researching a token before buying it. This imbalance has cost the Solana community hundreds of millions of dollars in avoidable losses. The good news is that the most important risk signals on any Solana token are publicly available and verifiab
What Is a Token Presale and Why They Are Almost Always Risky
Token presales promise early access at discounted prices — but the structure almost always disadvantages retail buyers. Learn how presales work and why the risk is rarely worth the discount.
Short-Term vs. Long-Term Token Risk: Why the Same Token Scores Differently
Most risk tools assign a single score to a token — one number that's supposed to tell you whether it's safe. But "safe" for what? A token that scored "high risk" on a generic risk gauge might be an entirely rational short-term trade. And a token with a "moderate risk" score might be catastrophically
Understanding Tokenomics: How to Read a Project's Economic Design
A token's economic design determines who wins and who loses over time. Learn how to read tokenomics documents and identify structures that disadvantage retail buyers.
What Is Slippage and Why It Matters When Buying Risky Solana Tokens
Slippage is one of the most practically important concepts for anyone trading Solana tokens, yet it's consistently underestimated — especially by new participants who come from centralized exchange backgrounds where order books provide tighter, more predictable execution. On a CEX, buying $1,000 of
Pump and Dump Mechanics on Solana: How They Work and How to Avoid Them
Pump-and-dump schemes predate cryptocurrency by more than a century — they were common in penny stock markets long before Satoshi Nakamoto was born. The basic structure is simple: a group accumulates an asset at low prices, artificially drives the price up through promotion and coordinated buying, t