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Stocks, mutual funds, forex, and crypto — backtesting with real fees, 115+ algorithms, 7 alternative data factor families (Glassdoor, BDI, GPR, Dark Pool, ESG, Patents, Congressional), optimal condition finding, What-If simulations, and daily auto-refresh across all asset classes.

📊 View complete directory of all prediction dashboards, SQLite databases & ML models →

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Stock Portfolio Analysis

Backtest trading strategies with realistic Questrade Canada fees. 115+ algorithms across 30+ families including alt-data factors (Glassdoor, BDI, GPR, Dark Pool, ESG, Patents). CDR detection for commission-free trading.

115+ Algorithms 7 Alt-Data Families VIX Filter Regime Engine
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Mutual Fund Analysis

Track 20+ top mutual funds from Vanguard, Fidelity, Schwab, and T. Rowe Price. NAV-based backtesting with expense ratios, front/back loads, and Questrade's $9.95 MF fee.

10 Strategies Expense Tracking NAV-Based Daily Refresh
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Daily Stock Picks

AI-validated stock picks updated daily before market open. Multiple algorithms including CAN SLIM, Technical Momentum, ML Ensemble, and Alpha Predator. SHA-256 pre-commitment protocol for trust.

Pre-Market Picks SHA-256 Verified Multiple Algos Research Hub
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Forex Pairs Analysis

Backtest 15 major, cross, and exotic currency pairs with spread-based cost modeling. Strategies include Trend Following, Mean Reversion, Breakout, Carry Trade, and Scalping.

15 Currency Pairs 8 Strategies Pip-Based Spread Optimal Finder

Crypto Pairs Analysis

Backtest 15 crypto pairs including BTC, ETH, SOL, and altcoins. Exchange fee modeling (0.1-0.5%), HODL vs DCA strategies, and alt-season rotation analysis. 24/7 market data.

15 Crypto Pairs 10 Strategies Exchange Fees High Volatility
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Multi-Asset ML Trading

13 autonomous ML trading systems scanning crypto, stocks, forex every 5-30 min. Live forward-testing with transparent win rates, realized P/L, and TP/SL tracking.

13 Systems Live Picks Forward Testing Auto-Refresh

Multi-Asset ML Trading

Live Forward Testing

Autonomous ML trading systems scanning crypto, stocks, and forex every 5-30 minutes. All systems paper-trade with transparent forward-test results. The Hub is the single source of truth for all system performance.

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Trading Systems Hub

Master command center for ALL 13 ML trading systems. Live picks with TP/SL, realized vs unrealized P/L, entry timestamps, win rates, and dashboard links. The single go-to page for everything.

13 Systems Live Picks Realized/Unrealized P&L Auto-Refresh
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ML: Mercury 2 27% WR

Ensemble of 3 XGBoost models with Fear & Greed regime guards, ATR trailing stops, and funding rate filters. Current: 27.3% WR (12W/32L), -30.49% total P/L on 44 closed trades. v1.0 was 100% (9/9) but later versions collapsed.

27% Win Rate XGBoost x3 Under Review F&G Guard
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ML: Claws of Doom (F) 2 trades

6 strategies: Extreme Fear Contrarian, Crash Reversal, Momentum Breakout, RSI+SMA, EMA+RSI, Funding Carry. 2/2 wins (+12.80%) but sample too small to be statistically meaningful. Accumulating data.

Insufficient Data 6 Strategies Fear Contrarian
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ML: Claude Gainer Tracker

XGBoost + LightGBM + Random Forest ensemble. Reverse-engineers daily top gainer patterns from 5 years of data. Auto-tracks TP/SL hits with Discord notifications.

3 ML Models Top Gainer Patterns Auto-Track TP/SL
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ML: Alpha Engine

100 strategies across 75 crypto, 11 forex, and 14 equity. Includes Connors RSI-2, VIX Spike, MVRV, M2 liquidity, on-chain analytics. Currently retraining — 28.6% forward WR under improvement.

100 Strategies Retraining 3 Asset Classes
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KIMI Rise of the Claw

81 algorithms across crypto, stocks, forex: pairs trading, CCI reversal, calendar effects, Betting Against Beta, momentum factors, carry trade. Elimination engine auto-removes underperformers.

81 Algorithms Elimination Engine Multi-Asset
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ML: Crypto ML Edge

LightGBM binary classifier. 10 models (5 pairs x 2 timeframes). DSR-gated validation with isotonic probability calibration. New system collecting forward data.

LightGBM DSR Gated 10 Models

Goldmines

AI Analysis

Consolidated proof-tracking dashboards built by AI assistants. Each AI analyzes all prediction systems, identifies hidden winners, tracks performance with date/time proof, and benchmarks against pro algo trading firms.

GOLDMINE_WS — Windsurf AI

Consolidated proof tracker across all 9 prediction systems. Live win rates, system leaderboard with proof scores, dead data alerts, pro-firm benchmarks, and a unified audit trail of every prediction with date/time.

9 Systems Live Proof Leaderboard Dead Data Alerts Pro Benchmarks

Graveyard

Inactive / Retired

Systems and dashboards that are inactive, retired, or underperforming. Kept for reference but no longer actively maintained or recommended.

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ML: Battleground Arena

3 competing ML systems: A (EMA+RSI filter), B (HMM regime), C (GRU-Attention neural net). Systems A and C at 0% WR. Fundamental redesign in progress.

0-17% WR Redesigning
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Master Dashboard (v1)

Original unified performance tracker. Superseded by the Trading Systems Hub which has live data feeds and more comprehensive coverage.

Superseded
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ML Picks Dashboard

Early ML crypto predictor v4.1 picks dashboard. Models are backtest-only with no forward track record yet.

Backtest Only
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Unified Forward Test Dashboard

Early unified dashboard for 7 trading systems. Superseded by the Trading Systems Hub with better data integration.

Superseded
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Questrade Canada Fees
$0 stock commissions. CDR auto-detection. 1.75% forex for US stocks. $9.95 mutual fund trades.
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VIX Volatility Filter
Skip trades when markets are volatile. Calm-only, skip-high, and custom VIX threshold modes.
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7 Alt-Data Families
Glassdoor culture, BDI supply chain, GPR geopolitical, dark pool flow, ESG climate, patent IP, congressional trades.
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What-If Simulator
Test any combination of TP/SL, holding period, fees, and algorithms against historical data.
Daily Auto-Refresh
GitHub Actions updates prices, NAV data, and analysis reports every trading day automatically.
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Optimal Finder
Grid search across thousands of parameter permutations to find the exact conditions that win.
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Multi-Market
Forex spreads, crypto exchange fees, stock commissions, and mutual fund loads — each modeled accurately.
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13 ML Systems
Autonomous trading bots scanning crypto, stocks, forex every 5-30 min. Live forward-testing with transparent results.
Important Disclaimer
All tools on this platform are for educational and research purposes only and do not constitute financial advice, investment advice, trading advice, or any other sort of advice. Nothing on this website should be construed as a recommendation or solicitation to buy or sell any security, currency pair, cryptocurrency, mutual fund, or other financial product.

No fiduciary relationship is created between you and the operators of this website by your use of these tools. You are solely responsible for your own investment decisions. All investments involve risk, including the possible loss of all invested capital. Past performance does not guarantee future results. Backtests and algorithm rankings are based on historical data, may contain errors, and may not reflect real-world execution, slippage, or market conditions. Forex and cryptocurrency trading involve substantial additional risks including leverage and extreme volatility.

Data is sourced from third parties (Yahoo Finance, exchange APIs) and may be delayed, inaccurate, or incomplete. The operators of this website make no warranties regarding the accuracy, completeness, or timeliness of any information provided. Consult a licensed financial adviser before making any investment decisions.

By using these tools you acknowledge that you have read and understood this disclaimer and agree that the operators shall not be held liable for any losses arising from your use of this information.