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Methodology · How Signycle Works

18 signals. Historical thresholds.
Linked to 250+ stocks.

Signycle tracks commodity and macro signals — each with a historically-derived BUY threshold and SELL threshold. When a signal crosses a threshold, it has historically preceded significant moves in linked cyclical stocks.

The core idea

Commodity cycles are long and predictable compared to equity cycles. Iron ore, copper, oil and shipping rates move in multi-year cycles driven by supply/demand imbalances. When you know where a commodity is in its cycle — and map it to the stocks that follow that commodity — you have an edge.

Signycle does three things: (1) tracks 18 commodity and macro signals in real time, (2) compares each to its historical BUY and SELL threshold, and (3) maps each signal to the stocks most likely to benefit or suffer when that threshold is crossed.

18
Signals tracked
250+
Stocks mapped
42+
Exchanges covered
82
Cycle score now

The 18 signals

Each signal is a commodity or macro indicator with a long enough history to derive meaningful thresholds. The signals span energy, metals, shipping, agriculture and macroeconomic indicators:

🛢️ Brent Crude
BUY <$50 · SELL >$105
🔩 LME Copper
BUY <$5,000 · SELL >$9,000
🥇 Gold
BUY <$1,200 · SELL >$2,800
🥈 Silver
BUY <$14 · SELL >$30
🚢 Baltic Dry Index
BUY <900 · SELL >3,000
🛳️ VLCC Rate
BUY <$15k · SELL >$75k
🐟 Salmon
BUY <NOK42 · SELL >NOK82
🌾 Urea
BUY <$230 · SELL >$620
🏗️ Steel HRC
BUY <$380 · SELL >$1,100
🔋 Aluminium
BUY <$1,700 · SELL >$2,900
⛏️ Iron Ore
BUY <$85 · SELL >$130
📊 Global PMI
BUY <49 · SELL >54
💰 EUR 10Y Rate
BUY <0.5% · SELL >3.5%
🛡️ Defence Spending
Rising NATO spend signal
⛽ LNG Rate
BUY <$30k · SELL >$120k

Where our data comes from

All signals are sourced from established financial and commodity data providers. Data is cross-checked across multiple sources before being updated:

London Metal Exchange
Copper, aluminium, nickel
Daily · London
LBMA
Gold, silver, platinum, palladium
Daily · London AM/PM fix
ICE / Platts
Brent crude, WTI crude
Daily · London
Nasdaq Seafood
Norwegian salmon spot price
Weekly · Oslo
S&P Global
Manufacturing PMI
Monthly flash + final
ECB / Bloomberg
EUR 10Y government bond rate
Daily
Argus / ICIS
Urea, fertilizer spot prices
Weekly
NATO / SIPRI
Defence spending as % of GDP
Annual, updated on release
Yahoo Finance
Stock prices, 250+ equities
Daily

How BUY and SELL thresholds are set

Thresholds are derived from 20–40 years of historical data for each signal, identifying the price levels at which forward returns for linked stocks have historically been strongest (BUY) or weakest/negative (SELL).

The methodology is not quantitative in a strict statistical sense — it is pattern-based and observational. We identify the prices at which past cycles have turned, and use those as reference points. The thresholds are reviewed annually and updated when structural changes in markets warrant revision.

Specifically, for each signal we look at: (1) historical cycle peaks and troughs, (2) the price levels where demand destruction or demand surge has historically occurred, (3) the relationship between signal value and subsequent 12-24 month stock returns for linked equities.

Why these specific thresholds work

Commodity cycles are driven by supply/demand economics with long lag times. When oil is at $20/bbl, producers cut investment — setting up the next shortage. When oil is at $100+/bbl, demand destruction sets in and investment in alternatives accelerates. These dynamics are structural, not statistical, which is why the thresholds have remained relevant across decades.

The Cycle Score (0–100)

The Signycle Cycle Score aggregates all 18 signals into a single number representing where the overall macro cycle stands — from 0 (deepest BUY opportunity across all signals) to 100 (maximum SELL territory across all signals).

Each signal contributes equally to the score. A signal in BUY zone contributes 0 points. A signal at the midpoint contributes 50 points. A signal in SELL zone contributes 100 points. The score is the simple average across all 18 signals.

0–25 — Deep BUY. Multiple signals at historic lows.
25–45 — Early Expansion. Accumulation phase.
45–65 — Mid Cycle. Neutral zone.
65–80 — Late Expansion. Caution warranted.
80–100 — Distribution phase. Signals at historic highs.

Current cycle score: 82/100 — Late Expansion. The last Deep BUY score below 25 was recorded in April 2020 during COVID-19.

Frequently asked questions

Is this financial advice?
No. Signycle is a macro signal tracking and research tool. Nothing on this site constitutes financial advice, investment recommendations or trading signals. Always consult a qualified financial adviser before making investment decisions. Past signal performance does not guarantee future results.
How accurate are the signals historically?
The signals have a strong historical track record on a directional basis — identifying cycle phases correctly — but are imprecise on timing. A signal can be in SELL zone for months or years before the actual market turn. The 2008 backtest shows Brent entering SELL zone in early 2007, 18 months before the eventual collapse. Our Backtest page shows historical returns for each signal.
How often are signals updated?
Daily signals (gold, copper, Brent, EUR 10Y) are updated every weekday. Weekly signals (BDI, VLCC, salmon, urea) are updated on their natural publication schedule. Monthly signals (PMI, CAPE) are updated on release. The signal page shows the last update date for each.
Why do you focus on cyclical stocks?
Cyclical stocks — energy, mining, shipping, agriculture, defence — are the most directly and predictably linked to commodity price cycles. Their earnings correlate closely with commodity prices, making the signal-to-stock mapping reliable over time. Growth stocks, financials and consumer companies are less directly driven by the same signals.
Does Signycle manage money or take positions?
No. Signycle is a data and research platform only. We do not manage assets, take investment positions or have a financial interest in any of the stocks or commodities we track.

How Signycle compares

You don't need a Bloomberg Terminal to track commodity cycles. Here's how Signycle fits in the landscape.

Feature Signycle Bloomberg MacroMicro Koyfin
Price Free ~$25,000/yr $200–400/yr $500–1,200/yr
Commodity cycle BUY/SELL thresholds
Stock-to-signal mapping (250+ stocks) Manual
Historical backtest per signal Manual Partial
European/Nordic exchange focus ✅ Deep Limited Limited
Shipping signals (BDI, VLCC, LNG) Partial
Macro breadth (40m+ indicators) ❌ Focused Partial

Signycle is purpose-built for cyclical stock investors. Broad macro platforms are better for institutional research across all asset classes.

Important disclaimer: Signycle provides macro signal data and historical context for educational and informational purposes only. The BUY and SELL thresholds shown are historical reference points — not predictions, recommendations or trading signals. Markets can remain irrational longer than any model expects. All historical returns shown reflect the best-case entry and exit at signal thresholds and do not account for transaction costs, taxes, timing slippage or individual circumstances. Do not make investment decisions based solely on Signycle data.
Ready to see the signals live?

All 18 signals updated daily. Current cycle score: 82/100.

📡 View live signals 📊 Cycle dashboard 📈 Historical backtest