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METHODOLOGY

How implied opening prices are calculated from futures markets.

The Model: Cost of Carry

Under the cost-of-carry model, a futures price reflects the expected spot price after accounting for the time-value of money, dividends (or storage costs), and time to expiry:

Rearranging to solve for the implied spot price given today's futures price :

Inputs

F — Futures price

For US indices (S&P 500, Nasdaq-100, Dow Jones, Russell 2000): continuous front-month contracts via Yahoo Finance (ES=F, NQ=F, YM=F, RTY=F). For international indices (FTSE, DAX, Hang Seng): scraped from Investing.com when Yahoo does not carry the contract. For commodities: Yahoo Finance commodity futures (GC=F, CL=F, etc.).

S — Current spot / index level

The last known index close or intraday level from Yahoo Finance. Used only to compute the implied change; the fair-value calculation itself depends solely on F, r, q, and t.

r — Risk-free rate

3-month US Treasury bill coupon-equivalent yield from the official Treasury.gov XML feed. Updated every 60 seconds. When the feed is unavailable, a recent fallback rate is used and a stale-rate badge is shown.

q — Dividend yield / storage cost

For equity indices and stocks: the trailing 12-month dividend yield of the index's proxy ETF (e.g., SPY for S&P 500), sourced from Yahoo Finance. For commodities: estimated annualised storage and insurance cost stored in our symbol registry. A negative q increases the fair value; a positive q (storage cost) decreases it.

t — Time to expiry (years)

Calendar days from now to the futures contract's last trading day, divided by 365.25. Expiration dates are computed from the contract's schedule (e.g., third Friday of the quarterly month for ES=F).

Expiration Schedules

InstrumentContractExpiry Rule
S&P 500, Nasdaq, Dow, RussellES=F NQ=F YM=F RTY=FThird Friday of Mar/Jun/Sep/Dec
Nikkei 225NIY=FSecond Friday of Mar/Jun/Sep/Dec
FTSE 100Investing.comThird Friday of every month
DAXInvesting.comLast Thursday of every month
Hang SengInvesting.comLast business day of every month
Gold, Silver, CopperGC=F SI=F HG=FLast business day on or before the 25th
Crude Oil, Natural GasCL=F NG=F3 business days before the 25th of prior month
Bitcoin, Ethereum (CME)BTC=F ETH=FLast Friday of every month

Data Sources

Yahoo FinanceUS futures, spot prices, dividend yields, crypto — via yahoo-finance2 (unofficial)
Treasury.govOfficial XML feed — 3M T-bill yield and full yield curve (2Y/10Y/30Y)
Investing.comInternational futures (FTSE, DAX, Hang Seng, Nikkei) via HTML scraping

Data is cached server-side for 60 seconds and streamed to clients via Server-Sent Events. Quotes may be delayed by up to 15 minutes depending on the provider.

Volatility Cone (1σ Range)

Alongside each implied opening price, we display a one-standard-deviation daily range derived from the CBOE Volatility Index (VIX). VIX expresses annualised implied volatility for the S&P 500 as a percentage; converting to a daily dollar move:

where is the implied opening price computed by the cost-of-carry model, and VIX is expressed as a decimal (e.g. 18 → 0.18). The resulting range gives a rough sense of overnight uncertainty baked into options markets. Note that VIX reflects S&P 500 implied vol and is only a loose proxy for other instruments.

Accuracy Tracker

After each trading session, the implied opening price (computed from futures pre-market) is compared against the actual market open. The miss is recorded as a percentage:

miss % = (implied_open − actual_open) / actual_open × 100
YDAY MISS

Yesterday's prediction error. Positive = model over-estimated; negative = under-estimated. A value near zero indicates a highly accurate prediction for that session.

MAE 30D

Mean Absolute Error over the trailing 30 trading days. Direction-agnostic — measures average miss magnitude. Useful for calibrating how much confidence to place in the model's current projection.

Known Limitations

Calendar-day time to expiryUsing calendar days (not trading days) can shift fair value by a few basis points over long weekends.
Continuous contract rolloverYahoo Finance's continuous futures symbols (e.g., ES=F) switch to the next contract before expiry. If the price updates before the expiration date, time-to-expiry is briefly understated.
International futures via Investing.comScraped from HTML — will break if the page layout changes. A fallback to ETF-proxy pricing is on the roadmap.
Commodity storage costsAnnualised storage rates are industry estimates and vary by location, season, and market conditions.
Not financial adviceImplied opening prices are a model output, not a guarantee of future prices.