MarketBotsLabTransparency

Options Income Lab · Paper Bot

Is the strategy actually working?

The Best Options identifier is paper-traded live on Alpaca with a virtual $1,000 budget — put credit spreads only, the exact entry gates and exit rules the backtest validated. This page is the scoreboard: realized equity, every open position's management plan, and the append-only decision journal. Judge it on closed trades, not vibes.

Virtual equity

$1000.00

Realized P&L

$0.00

Today

$0.00

Open risk

$434.00

Win rate

no closed trades

Profit factor

—

Realized equity ($1000 paper budget)

$1000 start

Flat until the first position closes — the curve steps on every realized exit. Unrealized P&L is deliberately not plotted: the bot grades itself on closed trades only.

Positions (1)

WMT 2026-08-21 $105/$100 put credit spread ×1live — managed every 30 min

credit $0.67/shmax loss $434.0042 DTEprofit target: close ≤ $0.34stop: close ≥ $1.47time exit by 2026-08-14

Latest entry cycle (2026-07-10 18:20 UTC)

ENTERED WMT tier=high blended=92% bt=95%/n=39 risk=$430

ENTERED NFLX tier=high blended=76% bt=74%/n=39 risk=$241

KO — liquidity gate failed (spread/OI)

CVX — model-priced quote — refuse to trade fiction

PG — liquidity gate failed (spread/OI)

COST — liquidity gate failed (spread/OI)

BAC — credit/width 0.10 below floor

GOOGL — max loss $1261 exceeds per-trade cap $450

IWM — max loss $1344 exceeds per-trade cap $450

JPM — model-priced quote — refuse to trade fiction

HD — model-priced quote — refuse to trade fiction

UNH — blended win prob 0.73 < 0.75

XOM — liquidity gate failed (spread/OI)

AVGO — tier moderate below the entry bar

Paper trading on Alpaca with a virtual $1,000 budget — no real money. Auto-refreshes every 60s. Bot CLI: python -m iov.bestopts.bot status in ~/intraday-options.

Methodology — pricing, scoring, strategy mechanics

Pricing modes

  • Model — Black-Scholes premium estimated from 60-day historical volatility. Risk-free rate is implicit at zero. Greeks (delta) are computed from the same model.
  • Live chain — bid / ask / mid / IV / Greeks pulled from the option chain endpoint when available. Mid is used for yield math; risk-flag wide_spreadfires when bid/ask > 5%.
  • Hybrid — live chain when present; falls back to model. The status bar surfaces the actual source per request.

Strategy mechanics

  • Covered call — own 100 shares, sell a short call. Premium = income cap, strike = sell price ceiling. Breakeven = purchase price − premium received.
  • Cash-secured put — set aside strike × 100 cash, sell a short put. Breakeven = strike − premium. Capital required = strike × 100 per contract.
  • Wheel — sell CSPs until assigned, hold the stock, sell CCs until called away, then restart. Adjusted basis tracks premium received less stock losses.

Scoring (composite 0..100)

Each strategy decomposes into 6–8 weighted axes — premium quality, assignment fit, downside risk, liquidity, IV attractiveness, event risk, historical outcome, goal fit. The composite is multiplied by a risk-penalty product (each ≤ 1.0) so wide-spread, low-sample, model-only, or earnings- inside-DTE setups grade down even with a strong raw composite.

Confidence grading

  • n < 5 — Very low (do not rank as strong)
  • 5..10 — Low
  • 10..20 — Moderate
  • 20..50 — Good
  • ≥ 50 — High

Model-only premium and missing liquidity data each downgrade by one tier.

Decision labels

  • Conservative income — low delta, broad breakeven, low assignment risk.
  • Balanced income — 0.20–0.35 delta band, moderate premium + assignment.
  • Aggressive income — higher delta, higher premium, frequent assignment.
  • Exit strategy — high-delta call on shares you want to exit.
  • Assignment candidate — CSP at a strike you want to own.
  • Avoid chasing premium — composite low or risk penalties dominate.

Limitations & disclaimer

Liquidity, spread, IV rank, open interest, earnings date, and ex-dividend date are surfaced only when the upstream provider supplies them. Missing fields render explicit fallback labels ( Unrated, N/A) — never fake values. Backtests assume entries from a deterministic rule and exit at expiration; real-world slippage, commissions, and early-assignment outcomes are not modelled. This page surfaces analytical projections derived from public market data — not personalised investment advice. Options involve risk, including loss of principal and the risk of assignment. Do your own due diligence and manage risk according to your situation.

Metric glossary
Success rate
Share of historical trades that finished above the short strike at expiration (CC) / above the put strike (CSP).
Strict success
Share of trades that hit success without ever touching the assignment zone intraday.
Premium yield
Premium received / capital required, per trade. CC denominator = stock cost; CSP denominator = strike × 100.
Annualized return
Mean of each historical trade's annualized total return, (1 + trade return) ^ (365 / DTE) − 1. Because it averages per-trade annualized ratios, short high-percentage winners pull it above annualizing the average return (Jensen's inequality) — read it as an upper bound, not a sustainable yield. The honest headline annualizes the mean return instead; the inflated_annualized risk flag fires when this figure exceeds 50%.
Median return
Median total return (premium + stock P&L) across the historical sample.
P10 / P90
10th / 90th percentile total return — the tails of the historical distribution.
Assigned
Share of historical trades where the short option finished ITM and shares were transferred at the strike.
OTM
Out-of-the-money at expiration — the short option expired worthless.
Deep ITM
Short option finished significantly past the strike (e.g. > 2% past) — missed upside on CC, larger loss on CSP.
Breakeven
CC: stock cost − premium received. CSP: strike − premium received.
Max profit
CC if assigned: strike − stock cost + premium. CSP if expires OTM: premium received.
Downside exposure
Stock value declines reduce CC returns; CSP loses if stock falls below breakeven.
Assignment probability
Probability the short option finishes ITM at expiration (delta is a rough proxy).
Early assignment risk
ITM short calls are at risk of assignment before expiration when ex-dividend falls inside the trade and remaining extrinsic value is below the dividend.
Opportunity cost
Returns forgone vs simply holding the stock — capped upside on CC, time-locked cash on CSP.
Missed upside
Gain above the strike that CC trader did not capture due to the cap.
Downside capture
Share of stock-only downside the strategy retained, even after premium offset.
Stock-only return
Hypothetical return of just holding the stock over the same window — baseline comparison.
CC excess return vs stock
Covered-call return minus stock-only return. Positive when premium > foregone upside.
CSP excess return vs cash
Premium yield on collateral minus cash / T-bill return over the same window.
Wheel cycle P&L
Total premium + stock P&L from one CSP → assignment → CC → called-away rotation.
Days in stock
Calendar days the wheel held assigned shares during the cycle.
Capital efficiency
Annualised return on capital, accounting for days-in-cash vs days-in-stock.
IV rank
Where current implied volatility sits in its 52-week range (0..100).
IV percentile
Share of days in the past 252 trading days where IV was below today's level.
Bid/ask spread
(ask − bid) / mid. Wide spreads make modelled mid yields harder to execute.
Open interest
Outstanding contracts on the strike. Below 100 makes the option illiquid.
Option volume
Today's traded contracts on the strike. Below 50/day is illiquid.
Liquidity grade
A / B / C / D / Unrated derived from bid/ask spread, OI, and volume.
Low-N sample warning
Backtest with n < 20 → low confidence; n < 5 → very low (do not treat as repeatable).