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Quality Plus Momentum. Seed strategy from the Point-In-Time Top Five Equity Study, paper-traded forward from 2026-08-18 with no changes. Backtest 2020-01-01 to

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Public portfolios

shared portfolio / 6a84d1dc6fdafdebac18cbbf

Fundamental-Momentum Composite. Seed strategy from the Point-In-Time Top Five Equity Study, paper-traded forward from 2026-08-18 with no changes. Backtest 2020-

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Public portfolios

Revenue Growth Eligibility public portfolio

Revenue Growth. Requires positive 3-year revenue CAGR, then the five largest eligible names by market cap, rebalanced every two weeks. Backtest 2020-01-01 to 20

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Public portfolios

Net Income Growth Eligibility public portfolio

Net Income Growth. Requires positive 3-year net income CAGR, then the five largest eligible names by market cap. Backtest 2020-01-01 to 2026-08-18 reported +325

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Public portfolios

SPY Buy and Hold public portfolio

SPY Buy and Hold. The benchmark for the study, traded on the same clock, same capital, and same fee model as the seven strategies. Backtest 2020-01-01 to 2026-0

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Public portfolios

TikTok 4-Timeframe Trend SPY Long public portfolio

This is Erick Jablonski's day trading strategy, codified from his own TikTok and backtested over a full year of minute data. Sixteen readings of his rules were

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Quantpad comparison

NexusTrade vs QuantPad: saved trading rules or a Python research workspace?

Inspect a real NexusTrade strategy, compare QuantPad’s documented Python and market-data workspace, and choose by the artifact and workflow you need.

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Selection bias

Selection bias in strategy research: keep the losers in the record | NexusTrade

The same dividend strategy beats its stored SPY baseline in one period and trails it in another. Follow both actual curves before choosing which result to share.

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Seo browse directory

Cryptocurrency

Build algorithmic cryptocurrency strategies and explore completed backtests, prices, trade events and fees.

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Seo browse directory

Options trading

Build an options strategy, explore its completed backtest and inspect contracts, trades and pricing events.

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Articles, videos and guides

🥳 LAUNCH PARTY! 🥳 Releasing NexusTrade on Product Hunt

Articles, videos and guides

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Articles, videos and guides

Algorithmic Stock Trading Was So 2023. It’s Time To AlgoTrade Crypto As Well.

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Articles, videos and guides

Cursor beats Claude Code. Here's the memory architecture that proves it.

Claude Code starts cold every session. Cursor doesn't. Here's the four-tier memory architecture that carries context across runs and improves with use.

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Articles, videos and guides

GPT-5 Mini is the BEST AI Model for Complex Reasoning Tasks

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Articles, videos and guides

How to Deploy an Algorithmic Trading Strategy without code?

Articles, videos and guides

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Articles, videos and guides

How you can use $2,000/month data to build an options trading bot for free

Articles, videos and guides

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Articles, videos and guides

I used genetic optimization to search for better META strategies. Here is what failed.

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Articles, videos and guides

I Spent 3 Years Building a Trading Bot UI. Then Claude Made Me Start Over

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Articles, videos and guides

A January 2024 guide to NexusTrade’s strategy optimizer controls

Inspect genetic-search controls, historical scoring and validation limits, with a linked later META example. The original full optimizer run is not supplied.

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Articles, videos and guides

[Medium] 13 Reasons Why NexusTrade is Revolutionizing Finance

Articles, videos and guides

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Articles, videos and guides

You will NEVER look at a stock's PE ratio the same after reading this.

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Articles, videos and guides

You’ve missed ALL of the best stock moves this year. Here’s how to never miss a trade again.

Articles, videos and guides

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Strategy build guides

How to build a trading strategy that combines several kinds of data

Build a strategy that combines several kinds of data step by step, worked through a real backtest against SPY: Cash generators in uptrends, gated by unemployment.

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Strategy build guides

How to build a trading strategy with congressional disclosures

Build a congressional-disclosure strategy step by step, worked through a real backtest against SPY: Copy Nancy Pelosi's disclosed purchases.

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Strategy build guides

How to build a trading strategy with your own custom data

Build a custom-data strategy step by step, worked through a real backtest against SPY: Jobless claims regime: SPY or Treasuries.

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Strategy build guides

How to build a trading strategy with economic data

Build a economic-data strategy step by step, worked through a real backtest against SPY: Unemployment regime: SPY or Treasuries.

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Strategy build guides

How to build a trading strategy with fundamentals

Build a fundamentals strategy step by step, worked through a real backtest against SPY: Cheap S&P 500 cash generators.

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Strategy build guides

How to build a trading strategy with technical indicators

Build a technical-indicator strategy step by step, worked through a real backtest against SPY: QQQ above its 200-day average, otherwise short-term Treasuries.

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Strategy research guides

AI trading agent safeguards: stop the next trade before a bug compounds

Watch an order wait for approval, trace a buy/sell loop through its events, and see a daily allowance stop further automatic trades in NexusTrade.

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Strategy research guides

A news classifier can be 96% accurate and miss most relevant stories

Our GDELT probe reached 95.90% overall ticker-array agreement while matching only 7 of 20 relevant headlines. The denominator explains the difference.

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Strategy research guides

Can news sentiment improve a top 10 stocks strategy?

I filtered the 10 largest US companies by 60 sessions of news sentiment. The worst drawdown fell from 41.4% to 31.6%, yet holding the top 20 with no news did better, and news on the top 20 cut its return.

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Strategy research guides

Move a tested strategy from paper trading to live trading | NexusTrade

Deploy a saved paper portfolio, observe signals and orders, then review the exact broker target and automation settings before live trading.

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Trading case studies

Gary Antonacci GEM: earlier defense, lower drawdown | NexusTrade

An audited GEM ETF study and one earlier-defense adaptation: 107.90% broad return, 22.60% drawdown, a weaker 2022 start and every matched control.

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Trading case studies

Randy Harris: Global Rotation after fees | NexusTrade

A source-offered Global Rotation configuration returned 290.68% after modeled fees versus SPY's 265.90%, with 18.21% drawdown. See its losing periods and IEF/BIL comparison.

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Trading case studies

Walk-forward optimization: a retrospective TQQQ research loop

Three rounds of TQQQ variants, losing-trade inspections and rule repairs, followed by five walk-forward blocks. Compare matched-fold and continuous holding, inspect weaker periods and see which development dates overlap the tests.

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Broker guides

Connect Alpaca to NexusTrade

Follow the native Alpaca authorization controls, review requested access, verify the imported account and resolve connection errors in NexusTrade.

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Broker guides

Connect TradeStation to NexusTrade

Follow the native TradeStation authorization controls, review requested access, verify the imported account and resolve connection errors in NexusTrade.

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Claude code stock research

How to research stocks with Claude Code | NexusTrade

Did Apple's higher operating profit turn into more cash? Compare three filed periods, reproduce the calculation and inspect the accounting explanation.

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Articles, videos and guides