Investment Hub

Investment Hub

Everything we've built for investment analysis in one place. Portfolio backtesting, daily stock picks, God-Mode analytics, and multi-asset dashboards across stocks, mutual funds, forex, and crypto.

4
Asset Classes
6
Portfolio Systems
100+
Algorithms
--
Stock Picks
110+
API Endpoints
20
Dashboards
Consensus Stocks Mutual Funds Forex Crypto Daily Picks Pro Analytics Automation System Status Architecture Compare API Reference Other Hubs
For research and educational purposes only. Past performance does not guarantee future results. Not financial advice.
Stocks v2 API
Mutual Funds API
Forex API
Crypto API
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Cross-Asset Consensus Dashboard

4 markets • live

Live side-by-side comparison of all 4 asset classes. Win rates, average returns, and top algorithms fetched in real-time from each system's API. Use this to decide which market is performing best right now.

📈
Stocks
-- algorithms • 60 scenarios
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Win Rate
--
Avg Return
--
Picks Tracked
--
Top Algorithm
Loading live data...
📊
Mutual Funds
-- algorithms • 12 templates
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Win Rate
--
Avg Return
--
Picks Tracked
--
Top Algorithm
Loading live data...
💱
Forex Pairs
-- algorithms • pip-based
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Win Rate
--
Avg Return
--
Picks Tracked
--
Top Algorithm
Loading live data...
Crypto Pairs
-- algorithms • DCA + momentum
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Win Rate
--
Avg Return
--
Picks Tracked
--
Top Algorithm
Loading live data...

Performance Ranking (by composite score)

Fetching live data from all 4 systems...

Stock Portfolio Systems

2 versions + research

Two generations of stock backtesting engines. v1 has Questrade fee modeling and VIX volatility filter. v2 adds 91 algorithms, God-Mode ensembles, walk-forward validation, and advanced analytics.

Quick Ticker Lookup Opens 30+ indicator deep profile from the v2 engine

Mutual Fund Systems

2 versions

NAV-based backtesting for Canadian mutual funds. v1 covers 20+ funds with expense ratio tracking. v2 adds 10 selection algorithms and 12 portfolio templates.

Forex Pairs

1 system

Currency pair analysis with pip-based cost modeling. Trend following, carry trade, mean reversion, breakout, and scalping across 15 major, cross, and exotic pairs.

Crypto Pairs

1 system

Cryptocurrency backtesting with exchange fee modeling. DCA strategies, momentum, breakout, and volatility-adjusted sizing for BTC, ETH, SOL, and altcoins.

Daily Picks & Research

4 pages

Daily algorithm-generated stock picks with SHA-256 pre-commitment, plus research tools and automated reports.

Pro Analytics & Tools (v2)

7 tools

God-Mode analytics powered by the v2 engine. Algorithm leaderboard, ticker deep profiles with 30+ indicators, walk-forward validation, regime analysis, risk reports, and more.

Automation & Scheduled Jobs

4 workflows

GitHub Actions workflows that keep data fresh. Prices, NAV data, picks, and simulations run automatically on schedule.

SCHEDULED

Daily Stock Refresh

Fetches latest Yahoo Finance prices and runs algorithm picks. Mon-Fri at 22:30 & 14:00 UTC.

Mon-Fri Yahoo Finance Auto-Pick
SCHEDULED

Daily MF Refresh

Refreshes mutual fund NAV data and runs fund selection algorithms. Mon-Fri at 22:30 & 14:00 UTC.

Mon-Fri NAV Data Auto-Select
🔄
SCHEDULED

Portfolio Refresh

Refreshes all 4 asset class portfolio data. Daily at 23:30 UTC + weekly deep refresh on Sundays.

Daily + Weekly All 4 Assets
🧪
WEEKLY

Exhaustive Simulation

Weekly exhaustive stock simulation scanning thousands of parameter permutations. Sundays at 06:00 UTC.

Sundays Deep Scan

System Status & Stats

5 dashboards

Health monitoring, algorithm win rates, permutation scan results, and learning analysis for each portfolio engine.

System Architecture

How the investment platform fits together. Data flows from Yahoo Finance / providers through our PHP APIs into MySQL, then surfaces through the portfolio dashboards and analytics tools.

DATA SOURCES
Yahoo Finance
Forex Feeds
Crypto Exchanges
Fund NAV Data
INGESTION (GitHub Actions: daily_refresh, fetch_prices)
fetch_prices.php
import_picks.php
seed_signals.php
STORAGE & COMPUTE (MySQL + PHP API)
backtest.php
whatif.php
learning.php
advanced_stats.php
DASHBOARDS & FRONTENDS
Stocks v1 / v2
Mutual Funds v1 / v2
Forex Portfolio
Crypto Portfolio

Asset Class Comparison

4 markets

Side-by-side comparison to help decide which market suits your risk tolerance and investment horizon.

Metric Stocks Mutual Funds Forex Crypto
Algorithms (v2)9110810
Algorithms (v1)1310810
Risk LevelMed-HighLowMediumVery High
Market Hours9:30-4 ETEOD NAV24/524/7
Ideal Horizon1d - 1yr1 - 5 yrs1d - 3mo1d - 1yr
Commissions$0 - $10$0 + MERSpread0.1 - 0.5%
Leverage1-2xNoneUp to 50x1-5x
Data ProviderYahoo FinanceNAV FeedsForex FeedsCrypto Exchanges
Research Depth50+ yrs academicModerateCarry/TrendEmerging

API Reference

110+ endpoints

Direct JSON API endpoints for each asset class. All endpoints are public GET requests requiring no authentication.

Stocks API (v2)

GETdata.php?type=statspicks, algorithms, portfolios, trades
GETbacktest.phpTP, SL, hold, commission, algos
GETwhatif.php?compare=156 scenario comparison
GETadvanced_stats.phpleaderboard, ticker, walk-forward, regime, risk
GETlearning.phpML parameter adjustment
GETfetch_prices.phpYahoo Finance price fetch

Stocks API (v1)

GETdata.php?type=statspicks, algorithms, stats
GETbacktest.phpQuestrade fee backtesting
GETwhatif.phpWhat-if scenario analysis
GEToptimal_finder.phpGrid-search parameter finder
GETfetch_vix.phpVIX volatility data
GETblue_chip_picks.phpBlue chip stock selection

Other Hub Pages

3 hubs

Alternative entry points and legacy dashboards that link to the same underlying tools.