Methodology

Network and scope

The first analytics network is Solana. The sample is a small, bounded set of fictional tokens. Search and screener results cover only that set; they say nothing about a token’s popularity, market completeness, or real liquidity.

Source, observation, and freshness

Every record carries a source, an observation time, a coverage state, and a freshness state. Reloading a page does not make an observation newer.

• Sample: fictional data for trying the research workflow.
• Fresh: observed within the source’s freshness target, once live sources are enabled.
• Stale: the last observation is older than its freshness target.
• Unavailable: no usable observation exists or it could not be retrieved.

What the numbers mean

Price is a USD observation from the selected pool or source. Liquidity is the reported pool liquidity; it does not guarantee that a trade of any size could execute. 24h volume is a source-defined total over the stated window, not a count of buyers. Age is the time from the token’s creation to the observation.

Market cap and fully diluted value depend on a supply definition. When supply is unknown, these values are shown as unavailable.

How values are displayed

USD amounts are kept as exact decimal strings and rounded only for display. Prices below $0.000001 display as “<$0.000001”; the exact value is in the tooltip. Unavailable never means zero. Charts come with a data table containing every plotted value.

Risk observations are not a verdict

Authority settings, holder concentration, liquidity, and provider flags can raise questions. They cannot prove that a token is safe or malicious. Unknown checks stay unknown, and basic risk information is the same on every plan.

Wallets and accounting

Wallet research is not enabled. When it is, activity will distinguish swaps, transfers, fees, and unsupported programs. Transfers between wallets do not prove common ownership, and profit and loss is never reported as complete when cost basis or history is missing.

Charts

Charts are drawn with TradingView Lightweight Charts™, which does not supply any data.

Corrections

Live sources must pass rights, accuracy, coverage, freshness, and operational checks before launch. A correction request form will be published with live data. See Status for what is enabled today.