On-Chain Analytics
What the ledger can and cannot be asked
The appeal of on-chain data is that it appears to be objective. The chain records what happened, and a metric computed from it looks like a measurement rather than an opinion. That appearance is worth examining. Every on-chain metric begins with a definition — which outputs count, how they are weighted, what window is used — and the definition is a choice. Change the choice and the number changes, often enough to reverse the conclusion drawn from it.
The pages here take the common metrics apart in that spirit. Each one states the definition it uses, shows how the figure is built from the ledger, and then says plainly what the metric can support and what it cannot. Where a metric depends on attributing addresses to a known entity, the page treats that attribution as the weak link it is rather than as a settled fact. The aim is not to dismiss on-chain analysis but to make its assumptions visible, so a reader can judge a claim that cites one.
Valuation Measures
What can the ledger say about what holders paid?
The ledger records every output and the moment it was created, which means it is possible to reconstruct, for each coin, the price at which it last moved. Aggregating that across the supply produces a cost-basis-weighted measure of the network rather than a market-price one, and the difference between the two is the basis for a family of valuation metrics. This strand explains how those measures are constructed, what they are intended to capture, and why a figure derived from the ledger is still an inference about behaviour rather than a direct observation of it.
Start with Realised CapitalisationFlow Measures
What can be said about where coins are moving?
A large share of on-chain analysis rests on the claim that certain addresses belong to exchanges, and that coins moving to them are being prepared for sale while coins leaving them are being withdrawn for holding. The claim is plausible and sometimes useful, but it depends on address attribution that is never certain and on a behavioural assumption that is never tested. This strand sets out how exchange flows are measured, how the addresses are identified, and the specific ways the inference can fail — from internal wallet shuffling that looks like a deposit to a change in an exchange's custody practices that breaks the series entirely.
Start with Exchange FlowsEvery page in this section
The strands above are the way in. This is the full contents of the section, grouped by whether the page covers a valuation measure or a flow measure.
Valuation & Holder Behaviour
Metrics built from the price at which each coin last moved, and the inferences they are used to support about how long holders are holding.
- Realised CapitalisationA cost-basis-weighted measure of the coin supply, and what it is used to infer.
- Coin Days DestroyedA measure that weights spent outputs by how long they sat idle, and its limits.
- Miner Position IndexA ratio of miner outflow to its own historical range, and why it is a heuristic.
Flows & Attribution
Measures that depend on identifying who owns an address, and the tracing heuristics and attribution limits that decide how much they can support.
The reference pages behind the strands
The strands above explain the metrics. These pages hold the underlying record and the methodology, for when you want to check a figure or follow a source.
Where the metrics meet the market record
On-chain measures are usually read against the price record. These pages carry the measured market history they are compared with.
- Market Cap ExplainedWhat market capitalisation measures, and where it misleads.
- Bitcoin DominanceBitcoin's share of total crypto market capitalisation.
- LiquidityOrder-book depth, thin markets and why they amplify price moves.
- Exchange Price DifferencesWhy the same bitcoin trades at different prices on different venues.
- Trading VolumeWhat volume measures, and why it is not the same as liquidity.
- Spot vs FuturesImmediate-settlement spot markets against derivative contracts, and what each reveals.