How the Cryptohub Market Report Is Built

The Cryptohub Market Report is a monthly and weekly, data-first review of the crypto market published at cryptohub.gg/reports. This page explains where the numbers come from, how the Macro Cycle Score is calculated, and how to cite the report.

Data sources

The Macro Cycle Score

The Macro Cycle Score is a daily 0 to 100 composite built by Cryptohub's Trading God system from 42 indicators grouped into 10 dimensions, spanning macro conditions, on-chain activity, liquidity, derivatives positioning and sentiment. Each indicator is scored against its own historical range, the dimension scores are combined into the composite, and the result is recorded every day.

The score describes position, not direction. A reading of 40 means the market sits in the lower middle of its historical range between cycle extremes. It does not say whether it arrived there by falling from a top or rising from a bottom, and it is not a trading signal. Monthly reports show the score at month end, the monthly high, low and average, and the latest dimension breakdown.

How the report is produced

Cryptohub's systems collect data every day and take a snapshot at 23:50 UTC for sources that keep no history. Monthly reports are assembled on the first of the month from that month's data, and weekly reports every Friday after the US stock market close, covering the week since the previous Friday's close. Spot ETF flows in a weekly report run Friday to Thursday, because Friday's flows are published after the close. The written commentary is drafted by AI (Anthropic's Claude) under strict rules: every figure must exist in the collected data, no forecasts, and no directional language about the cycle score. CrypticJungle reviews every draft and holds editorial responsibility, and each report is labelled as AI-assisted at the top. The underlying data for every published report is available as JSON from the link at the bottom of each report.

Limits

Sources that only provide a live reading (whale positioning and the bull market peak indicator board) are taken from the snapshot on the last day of the month; when that snapshot is missing, the report says so and gives the date of the reading. Whale positioning covers graded wallets only, a deliberate subset of all large wallets. Third-party providers occasionally revise figures, and a report reflects the data as it stood when it was collected.

Citing the report

Each report page ends with a ready-made citation and a link to its data. Short quotations with attribution to Cryptohub and a link to the report are welcome. Nothing in these reports is financial advice.