Explore · Methodology

Evidence before interface.

The public site never runs Freqtrade. Research happens in an isolated, pinned pipeline; the site consumes only immutable presentation artifacts after independent verification.

Release path

From candle to signed catalog

A green UI build cannot promote a research candidate. Each transition has its own inputs, receipt and authority.

  1. 01

    Acquire without credentials

    A source-locked adapter fetches only public Binance market data. Raw rows are measured and never repaired in place.

  2. 02

    Replay offline twice

    Every candidate uses fixed inputs in fresh networkless containers. Normalized results must match byte for byte.

  3. 03

    Challenge the candidate

    Lookahead, recursion, timezone, data gaps, fees and terminal positions are independent gates, not footnotes.

  4. 04

    Build public artifacts

    Daily curves, trades, risk, attribution, fresh cohorts and stresses are derived from explicit normalized evidence.

  5. 05

    Sign, verify, then publish

    An immutable release and independently signed catalog become public only after every required authority closes.

Planned result views

One simulation, several honest lenses

Overview

Return, maximum drawdown, time underwater, inactivity, trades, benchmarks and open positions share the first viewport.

Equity & drawdown

Strategy equity stays alongside BTC hold, ETH hold, a passive portfolio and the complete drawdown path.

Fresh cohorts

Each eligible monthly start and end is a fresh empty-wallet run. A cropped canonical chart is never called a backtest.

Trades

Public rows contain timestamps, duration, return, MAE/MFE and explicit closed versus open-at-end state—never secret indicator values.

Portfolio interaction

Pair contribution, capital exposure, return correlation, position overlap and signal overlap use separate, named definitions.

Stress

Fee and deterministic fill-only slippage scenarios stay distinct from the base simulation and never imply guaranteed execution.

Current boundary

The pipeline stops before publication today.

The repeated EUR candidate and the public metric contracts exist. The 6×2 quality receipt, owner gates, publication rights and production results signature do not. Therefore this build publishes status, method and reproduction data—but no performance values.

See the release ledger

Method status 2026-07-17. Daily refreshed historical simulation is not active and must not be described as live performance.