# PositionAlpha

> PositionAlpha (also written Position Alpha) is a web app with two products. Bot Studio turns a trading idea written in plain English into a MetaTrader 4 or MetaTrader 5 trading bot (Expert Advisor) with AI, converts TradingView Pine Script indicators to MQL5, converts MetaTrader 4 Expert Advisors and indicators from MQL4 to MQL5, converts Python trading bots and indicators to MQL5, and fixes or improves Expert Advisors a trader already has. No coding needed. The Quant Platform gives traders the data to build strategies the way quant traders do: weekly COT positioning, candle statistics from up to 30 years of daily prices, and seasonality for 24 markets: commodities, major forex pairs and US stock index ETFs.

The full version, with every feature, template, market and FAQ answer in detail, is https://positionalpha.io/llms-full.txt.

PositionAlpha is built to be simple and to give results a trader can check. Simple: describe a strategy the way you would explain it to another trader, answer a few multiple-choice questions, pick MT4 or MT5 and download the bot. You never have to write or edit code. Checkable: before any code is written, the AI turns the idea into precise rules (setup, entry, stop loss, exit, filters and risk) for you to confirm, and every bot comes with a plain-English explanation of when it buys and sells, its settings laid out like MetaTrader's Inputs tab, and steps to install and test it.

- Website: https://positionalpha.io
- What you get: MQL4 (.mq4) or MQL5 (.mq5) source code to review, compile in MetaEditor and test in MetaTrader. The bot runs in the trader's own MetaTrader, on their own broker account.
- Who it's for: traders who want to automate a strategy without learning to code; traders moving TradingView indicators, MetaTrader 4 EAs and indicators or Python bots and indicators to MetaTrader 5; traders with an EA that needs fixing or improving; traders who want to research COT positioning, candle statistics and seasonality and turn what they find into rules.
- Pricing: Bot Studio is pay per build: building and previewing is free, and each bot, indicator or conversion is a one-time payment to download, with AI revisions and a fix by a professional MQL5 developer included. Fixing an EA you already have is also a one-time payment to download, with AI revisions and no developer fix. The Quant Platform has a free tier (Gold, Crude Oil and EUR/USD) and Pro ($20/month) for every market. Strategy template bots are free.
- Sign-in: with a Google account. Public guides, market overviews and the FAQ are open without one.
- Company: operated by Momentum Digital LLC (State of Wyoming, United States). Contact: admin@positionalpha.io.

## Features

- **Bot Studio**: The default after sign-in, with a sidebar for the six tools (the trading bot builder, which opens first, Pine Script to MQL5, MQL4 to MQL5, Python to MQL5, Fix an EA and Prop Firm Shield), the free templates and My Builds: every build with its status, AI revisions left, download and developer fix. Each tool also has a public page where a visitor can start before signing in; the work begins once they sign in. Building and previewing is free (up to 3 unpaid builds and 10 strategy ideas a day); the preview shows the strategy or report and part of the code. A one-time payment unlocks the file, AI revisions and one fix by a professional MQL5 developer (Fix an EA has no developer fix). Developer Fix Guarantee: If your bot doesn't compile or doesn't follow your rules, one of our developers fixes it by hand, at no extra cost. We reply within 24 hours, and if we can't fix it, you get your money back. We guarantee working code that follows your rules, not trading profits. No one can promise that a bot will make money. Our developers have built 300+ trading bots for prop firms and hedge funds.
- **AI Bot Builder**: Describe a strategy in plain English, or start from a template and say what to change. The AI returns one to three concrete readings of the idea (one when it's clear, more when it could mean different strategies), each with its rules, a chart sketch, the market types it tends to suit or struggle in, and up to five questions to settle open details. Refine it in plain English, pick MT4 or MT5, and watch the AI's reasoning and the code as it writes the bot. One bot works on any market: it trades the chart it's attached to, sets stops and targets from that market's own recent range, and has a timeframe setting (daily by default). Change its settings for free, or ask the AI for changes in plain English; every version is saved.
- **Strategy templates**: 10 ready-made strategies written for daily candles (trend following, bounce, breakout, price pattern and calendar): Trend Crossover, 20-Day Breakout, RSI(2) Pullback, Bollinger Bounce, Three Down Days, Volatility Breakout, Quiet Day Breakout, Smash Day Reversal, Day-of-Week Bias and Turn of the Month. Each is explained step by step with a chart sketch, shows whether a chosen market's candle statistics lean for or against it, and downloads as an MT4 or MT5 bot instantly. The code is assembled from the strategy's rules without AI, so template bots are free. "Refine with AI" hands a template to the bot builder to change, which makes it a new bot, priced like any other.
- **Pine Script to MQL5 converter**: Paste a TradingView indicator (Pine Script v4, v5 or v6) and get a MetaTrader 5 indicator (.mq5) with a part-by-part report: what converted exactly, what had to change for MT5, and what couldn't be converted. Built-ins like ta.atr and ta.rsi are written from Pine's own formulas instead of MetaTrader's look-alikes, which calculate differently. Free to convert and preview; a one-time payment to download.
- **MQL4 to MQL5 converter**: Paste or upload a MetaTrader 4 Expert Advisor or custom indicator (.mq4, old start() style or new), say which it is, and get it back as MQL5 for MetaTrader 5 (.mq5) with a part-by-part report: what converted exactly, what had to change for MT5, and what couldn't be converted. Orders become MT5 positions and CTrade calls and indicator calls become handles, while inputs, signals, stops and lot sizing stay as they are. Free to convert and preview; a one-time payment to download.
- **Python to MQL5 converter**: Paste or upload a Python trading bot or indicator (.py: a live bot on the MetaTrader5 package or ccxt, a backtest strategy in backtrader or backtesting.py, or a pandas script), say which it is, and get it back as MQL5 for MetaTrader 5 (.mq5) with a part-by-part report: what converted exactly, what had to change for MetaTrader, and what couldn't be converted. Loops become MetaTrader's events, pandas columns become bar-by-bar calculations from the formulas the code really uses, and orders become CTrade calls, while settings, signals and stops stay as they are. Free to convert and preview; a one-time payment to download.
- **Fix an EA**: Paste or upload the source code of an Expert Advisor you already have (.mq4 or .mq5, not a compiled .ex4 or .ex5) and say what's wrong or what to improve. The AI returns the complete updated file, with the problems it found and the changes it made explained. Free to run and see the report and part of the code; a one-time payment unlocks the file and AI revisions. It doesn't include a developer fix, and the Developer Fix Guarantee doesn't cover it.
- **Prop Firm Shield**: For a trader on a prop firm challenge, with an MT5 Expert Advisor's .mq5 source code. Pick the challenge and upload the EA: prewritten code goes around it, and the EA's own lines aren't changed. At the daily loss and overall loss lines, and at the profit target, it closes every position on the account and stops. The AI writes no code here: it reads the EA and reports what could still cost the challenge. Free to run and read, then a one-time payment to download, with 3 AI revisions and no developer fix.
- **Market research**: The Quant Platform. For 24 markets (13 commodities, 7 major forex pairs and 4 US stock index ETFs): a price chart with moving averages, ATR and Williams %R; Candle Stats computed from up to 30 years of daily candles; weekly COT positioning with a COT Index, its history and a screener that ranks every market by how hard commercial hedgers lean; curated seasonal windows and day-of-week tendencies; a volatility radar for unusual moves and high-impact headlines; and a news wire per market. Gold, Crude Oil and EUR/USD are free; Pro unlocks every market.
- **Learn**: Free guides to installing an EA in MT4 and MT5, backtesting it in the Strategy Tester, demo testing and running a bot on a VPS; plain-language explainers on COT, seasonality, risk and market structure; and 8 daily-chart patterns explained step by step.

## Build strategies from data, like a quant

Quant traders start from a measurable tendency, write it down as exact rules, and test those rules before trusting them. PositionAlpha puts each step in one place:

1. Find a tendency. Candle Stats show, for each market, how often each weekday closes above its open, what tends to follow one to three up or down days in a row, the average return by month and by day of the month, where the close tends to land in the day's range, and how often a day's range is above average. Every number shows how many days of history back it, and thin samples are flagged. The COT Index shows where commercial hedgers' net position sits in its 3-year range, and seasonality shows curated windows when a market has historically tended to rise or fall, with the reason behind each.
2. Write it as rules. Describe the tendency to the AI Bot Builder (for example: "buy at Monday's open and close at the end of the day, only from March to June"), or start from a template built on one, such as Day-of-Week Bias, Turn of the Month or Three Down Days. Templates read the market's Candle Stats, say whether they lean for or against the strategy, and can suggest settings that suit the market.
3. Test it. The AI writes the bot; backtest it in MetaTrader's Strategy Tester on your broker's data and run it on a demo account before risking money.

Historical statistics describe the past, not the future: a tendency can fade, and the statistics don't include costs such as spread and swap. Candle Stats use UTC calendar days, while many brokers' daily candles end at the New York close. COT reports are weekly and published with a lag, and MetaTrader bots can't read them: COT positioning helps you choose which markets and ideas to research, but it isn't inside the bot's code.

## Plans and pricing

Prices are in US dollars. Two products, paid separately.

- Free ($0):
  - Bot Studio: build and preview free
  - Every strategy template bot, free
  - Quant Platform: gold, crude oil & EUR/USD
- Bot Studio (pay per build, prices shown in the app before paying):
  - Build and preview free
  - Pay once per build, no subscription
  - AI revisions included
  - A fix by a professional MQL5 developer included with bots and conversions
  - Free strategy template bots
- Pro, the Quant Platform ($20/month):
  - Quant Platform: all 20 markets
  - Full access to all market data: COT, seasonality, candle stats and news
  - Cancel anytime

Bot Studio is pay per build: building and previewing a bot, an indicator or a conversion is free, and you pay once to download it. Each of those purchases includes AI revisions and a fix by a professional MQL5 developer. No subscription. Developer Fix Guarantee: If your bot doesn't compile or doesn't follow your rules, one of our developers fixes it by hand, at no extra cost. We reply within 24 hours, and if we can't fix it, you get your money back. We guarantee working code that follows your rules, not trading profits. No one can promise that a bot will make money. Our developers have built 300+ trading bots for prop firms and hedge funds.

On Free, market research covers Gold, Crude Oil and EUR/USD; Pro unlocks all 24 markets. Bots aren't tied to those markets: a bot trades whatever chart it's attached to. Pro renews monthly until cancelled: cancel from account settings and keep it until the end of the month paid for. There is no free trial of Pro.

## When PositionAlpha fits

- Someone has a trading idea and wants it as an MT4 or MT5 Expert Advisor without learning MQL4 or MQL5.
- Someone wants a classic daily strategy (moving-average crossover, 20-day breakout, RSI(2) pullback, Bollinger Bands, day-of-week or turn-of-the-month) as an editable MT4 or MT5 bot.
- Someone wants a TradingView Pine Script indicator on MetaTrader 5.
- Someone has an MT4 Expert Advisor or indicator (.mq4 source) and wants it on MetaTrader 5.
- Someone has a Python trading bot or indicator (.py source) and wants it as an Expert Advisor or indicator on MetaTrader 5.
- Someone has an MT4 or MT5 Expert Advisor (.mq4 or .mq5 source) that doesn't work or should do more.
- Someone wants COT positioning, candle statistics or seasonality for gold, silver, crude oil, natural gas, copper, grains, softs, cattle, lumber, the major USD forex pairs or the US stock indices (through SPY, QQQ, IWM and DIA), or wants to build a strategy from that kind of data.
- Someone is learning how to install, backtest, demo-test or run an EA on a VPS.

## When it doesn't fit

- PositionAlpha doesn't run bots, connect to brokers or place trades. Bots run in the trader's own MetaTrader, on a computer or a VPS (not in MetaTrader's mobile apps).
- It doesn't backtest inside the web app yet; use MetaTrader's Strategy Tester.
- It only writes MQL4 and MQL5 for MetaTrader, not code for cTrader, NinjaTrader, TradingView strategies or Python. The Pine Script converter writes MQL5 indicators only (no MQL4 yet), and a Pine strategy's order logic isn't converted. The MQL4 converter takes Expert Advisors and indicators as .mq4 source, not scripts, libraries or compiled .ex4 files. The Python converter writes MQL5 only and takes one .py file; code whose main signal comes from a trained machine-learning model, a web API or a data file can't be converted. Fix an EA needs the source code too, not a compiled .ex4 or .ex5 file.
- Research data covers 13 commodities, 7 major forex pairs and 4 US stock index ETFs (SPY, QQQ, IWM and DIA), not single stocks or crypto. Bots themselves trade whatever symbol their chart shows.
- It isn't a signal service, copy trading, a managed account or investment advice, and no one can promise that a bot will make money.

## Limits and risk

- Bots, indicators, conversions and fixed EAs are AI-generated code and can contain mistakes. PositionAlpha doesn't compile, backtest or verify the code before you download it: review it, compile it in MetaEditor, test it in the Strategy Tester and on a demo account before using real money. If a paid bot, indicator or conversion doesn't compile or doesn't follow the approved rules, a developer fixes it; that guarantees working code, not trading results.
- Trading involves substantial risk of loss, including when a bot trades for you.
- PositionAlpha provides market data, analytics, and educational tools for informational purposes only. Momentum Digital LLC is not a broker-dealer, investment adviser, or financial planner. Nothing on this site constitutes investment advice or a recommendation to buy or sell any security or commodity. Trading futures, options, and commodities involves substantial risk of loss. Past performance, including seasonal patterns and backtests, does not guarantee future results. You are solely responsible for your trading decisions.
- TradingView and Pine Script are trademarks of TradingView, Inc. PositionAlpha isn't affiliated with TradingView.
- MetaTrader, MQL4 and MQL5 are trademarks of MetaQuotes Ltd. PositionAlpha isn't affiliated with MetaQuotes.
- Python is a registered trademark of the Python Software Foundation. PositionAlpha isn't affiliated with the Python Software Foundation.

## Main pages

- [Home: MT4 & MT5 bots, indicators and code conversion](https://positionalpha.io/): PositionAlpha's tools, the developers behind its bots and conversions, prices, and the FAQ.
- [Markets](https://positionalpha.io/markets): The 24 markets covered (commodities, forex pairs and US stock index ETFs), each with what moves its price and what to know before running a bot on it.
- [Patterns](https://positionalpha.io/patterns): Daily-chart entry patterns explained step by step, with charts.
- [Learn](https://positionalpha.io/learn): Free guides to installing, backtesting, demo-testing and running MT4 and MT5 bots, and plain-language explainers on COT positioning, seasonality, risk and market structure.
- [FAQ](https://positionalpha.io/faq): Questions about building bots, pricing, the developer fix, market data and the company.
- [Data API for businesses](https://positionalpha.io/data-api): A private, licensed API with PositionAlpha's COT, seasonality, candle statistics, volatility and news data.
- [MT4 and MT5 trading bot builder](https://positionalpha.io/trading-bot-builder): Describe a strategy in plain English and get an MT4 or MT5 Expert Advisor; free to build and preview, paid once to download, with a developer fix included.
- [Pine Script to MQL5 converter](https://positionalpha.io/pine-script-to-mql5): Convert a TradingView Pine Script indicator to a MetaTrader 5 indicator with AI, with a report of what converted exactly and what changed.
- [MQL4 to MQL5 converter](https://positionalpha.io/mql4-to-mql5): Convert a MetaTrader 4 Expert Advisor or indicator from MQL4 to MQL5 with AI, with a report of what converted exactly and what changed.
- [Python to MQL5 converter](https://positionalpha.io/python-to-mql5): Convert a Python trading bot or indicator to MQL5 for MetaTrader 5 with AI, with a report of what converted exactly and what changed.
- [Fix an EA](https://positionalpha.io/fix-expert-advisor): Fix or improve an MT4 or MT5 Expert Advisor you already have with AI, with a report of what it found and changed.
- [Prop Firm Shield](https://positionalpha.io/prop-firm-shield): Add a prop firm challenge's daily loss, overall loss and profit target limits to an MT5 Expert Advisor you already have, with an AI report on what could still cost the challenge.
- [About](https://positionalpha.io/about): Who runs PositionAlpha and what it offers.
- [Contact](https://positionalpha.io/contact): Support, billing, privacy and partnership requests.
- [Privacy Policy](https://positionalpha.io/privacy): What data PositionAlpha collects and how it is used.
- [Terms of Service](https://positionalpha.io/terms): The terms for using PositionAlpha.
- [Blog](https://positionalpha.io/blog): Articles on MT4 and MT5 bots, MQL4 and MQL5 code, markets, COT, seasonality and prop firms.

## Trading bot guides

- [Expert Advisor (EA)](https://positionalpha.io/learn/expert-advisor-ea): What an Expert Advisor is, how a trading bot runs inside MetaTrader, and what to check before you trust one with money.
- [How to Install an EA in MT5](https://positionalpha.io/learn/how-to-install-an-ea-in-mt5): Step-by-step: copy an Expert Advisor into MetaTrader 5, compile it, attach it to a chart and switch on Algo Trading.
- [How to Install an EA in MT4](https://positionalpha.io/learn/how-to-install-an-ea-in-mt4): Step-by-step: copy an Expert Advisor into MetaTrader 4, compile it, attach it to a chart and switch on AutoTrading.
- [How to Backtest an EA in the Strategy Tester](https://positionalpha.io/learn/how-to-backtest-an-ea-in-the-strategy-tester): How to test a trading bot on years of past prices in MetaTrader's Strategy Tester, and which numbers to read in the report.
- [Testing a Bot on a Demo Account](https://positionalpha.io/learn/testing-a-bot-on-a-demo-account): Why every trading bot should run on a demo account before real money, and how to set one up in MetaTrader.
- [Running a Trading Bot on a VPS](https://positionalpha.io/learn/running-a-trading-bot-on-a-vps): Why a trading bot needs MetaTrader running 24/5, and how a VPS keeps it online when your computer is off.
- [MT4 vs MT5 for Trading Bots](https://positionalpha.io/learn/mt4-vs-mt5-for-trading-bots): The practical differences between MetaTrader 4 and MetaTrader 5 for running Expert Advisors, and how to choose.

## Optional

- [llms-full.txt](https://positionalpha.io/llms-full.txt): everything here in more detail, plus every template, market note and FAQ answer
- [Gold Trading Bot (XAUUSD EA) for MT4 & MT5](https://positionalpha.io/markets/gold): Gold is the most popular market for MetaTrader bots: it trades almost around the clock, moves enough each day to be worth trading, and has decades of clean daily history to learn from.
- [Crude Oil Trading Bot (WTI EA) for MT4 & MT5](https://positionalpha.io/markets/oil): Crude oil is one of the most traded commodities in the world, with large daily moves driven by supply, demand and headlines.
- [EUR/USD Trading Bot (EURUSD EA) for MT4 & MT5](https://positionalpha.io/markets/eurusd): EUR/USD is the most traded currency pair in the world, with the tightest spreads, which makes it a natural first market for a trading bot.
- [Silver Trading Bot (XAGUSD EA) for MT4 & MT5](https://positionalpha.io/markets/silver): Silver behaves like gold's more excitable sibling: it often moves the same way, but with bigger swings in both directions.
- [Corn Trading Bot for MT4 & MT5](https://positionalpha.io/markets/corn): Corn is the biggest US crop, and its price follows the growing season from spring planting to autumn harvest.
- [Wheat Trading Bot for MT4 & MT5](https://positionalpha.io/markets/wheat): Wheat is a global staple grown on several continents, so weather and trade news from around the world keep it moving.
- [Soybeans Trading Bot for MT4 & MT5](https://positionalpha.io/markets/soybeans): Soybeans have two growing seasons a year: North America's and South America's, which keeps news flowing all year round.
- [Coffee Trading Bot for MT4 & MT5](https://positionalpha.io/markets/coffee): Coffee is a weather market: a frost or drought in Brazil can move prices more in a week than most markets move in a month.
- [Oats Trading Bot for MT4 & MT5](https://positionalpha.io/markets/oats): Oats are a small, quiet grain market that often follows corn but has its own supply story.
- [Cotton Trading Bot for MT4 & MT5](https://positionalpha.io/markets/cotton): Cotton connects farming and fashion: its price follows crops in a handful of countries and demand from textile mills.
- [Lumber Trading Bot for MT4 & MT5](https://positionalpha.io/markets/lumber): Lumber is a housing market in disguise: its price rises and falls with homebuilding.
- [Feeder Cattle Trading Bot for MT4 & MT5](https://positionalpha.io/markets/feeder-cattle): Feeder cattle are young cattle sold to feedlots, so their price depends on both beef demand and the cost of feed.
- [Copper Trading Bot (XCUUSD EA) for MT4 & MT5](https://positionalpha.io/markets/copper): Copper is called "Dr. Copper" because its price tracks the health of the global economy so closely.
- [Natural Gas Trading Bot (XNGUSD EA) for MT4 & MT5](https://positionalpha.io/markets/natgas): Natural gas is one of the most volatile markets a bot can trade: big trends, sharp reversals and strong seasonal behaviour.
- [GBP/USD Trading Bot (GBPUSD EA) for MT4 & MT5](https://positionalpha.io/markets/gbpusd): GBP/USD, nicknamed "Cable", moves more than EUR/USD and reacts sharply to UK news.
- [USD/JPY Trading Bot (USDJPY EA) for MT4 & MT5](https://positionalpha.io/markets/usdjpy): USD/JPY is driven by the difference between US and Japanese interest rates, and by the yen's role as a safe haven.
- [USD/CHF Trading Bot (USDCHF EA) for MT4 & MT5](https://positionalpha.io/markets/usdchf): USD/CHF pairs the US dollar with the Swiss franc, one of the world's classic safe-haven currencies.
- [AUD/USD Trading Bot (AUDUSD EA) for MT4 & MT5](https://positionalpha.io/markets/audusd): AUD/USD is a commodity currency pair: the Australian dollar tends to rise and fall with metal prices and China's economy.
- [USD/CAD Trading Bot (USDCAD EA) for MT4 & MT5](https://positionalpha.io/markets/usdcad): USD/CAD, nicknamed the "Loonie", links the US dollar to the Canadian dollar, which moves with the price of oil.
- [NZD/USD Trading Bot (NZDUSD EA) for MT4 & MT5](https://positionalpha.io/markets/nzdusd): NZD/USD, the "Kiwi", is a smaller commodity currency pair driven by New Zealand's economy and global risk appetite.
- [SPY Trading Bot (SPY EA) for MT4 & MT5](https://positionalpha.io/markets/spy): SPY tracks the S&P 500. On PositionAlpha its chart uses the ETF; commercial positioning comes from E-mini S&P 500 (ES) futures COT.
- [QQQ Trading Bot (QQQ EA) for MT4 & MT5](https://positionalpha.io/markets/qqq): QQQ tracks the Nasdaq-100. The chart here is the ETF; COT positioning is from E-mini Nasdaq-100 (NQ) futures.
- [IWM Trading Bot (IWM EA) for MT4 & MT5](https://positionalpha.io/markets/iwm): IWM tracks the Russell 2000 small-cap index. Price on PositionAlpha is the ETF; COT comes from E-mini Russell 2000 (RTY) futures.
- [DIA Trading Bot (DIA EA) for MT4 & MT5](https://positionalpha.io/markets/dia): DIA tracks the Dow Jones Industrial Average. The chart is the ETF; COT positioning is from DJIA x $5 (YM) futures.
- [Oops!](https://positionalpha.io/patterns/oops): Gap-fade reversal - daily - beginner (Popularized by Larry Williams)
- [Smash day](https://positionalpha.io/patterns/smash-day): Failed breakout fade - daily - intermediate (Popularized by Larry Williams)
- [Hidden smash day](https://positionalpha.io/patterns/hidden-smash-day): Stealth reversal - daily - advanced (Popularized by Larry Williams)
- [Specialists' trap](https://positionalpha.io/patterns/specialists-trap): False breakout fade - daily - intermediate (Popularized by Larry Williams)
- [Outside day, down close](https://positionalpha.io/patterns/outside-day-down-close): Panic washout - daily - beginner (Popularized by Larry Williams)
- [RSI 50-cross](https://positionalpha.io/patterns/rsi-50-cross): Momentum regime shift - daily - beginner (RSI was created by J. Welles Wilder)
- [Williams %R, inverted](https://positionalpha.io/patterns/williams-r-inverted): Pullback timer - daily - intermediate (Williams %R was created by Larry Williams)
- [Range compression](https://positionalpha.io/patterns/range-compression): Coiled spring - daily - intermediate
- [COT](https://positionalpha.io/learn/cot): Weekly CFTC report showing how commercials, large specs, and small traders are positioned in futures markets.
- [COT Index](https://positionalpha.io/learn/cot-index): Where commercial traders' net position sits within its own 3-year range, from 0 (most net-short) to 100 (most net-long).
- [Commercial Traders](https://positionalpha.io/learn/commercial-traders): Producers, merchants, and end-users who hedge with futures - often treated as informed "smart money."
- [Non-Commercial Traders](https://positionalpha.io/learn/non-commercial-traders): Large specs and money managers who trade futures for profit rather than physical hedging.
- [Small Traders](https://positionalpha.io/learn/small-traders): Non-reportable retail-sized futures positions - often used as a soft contrarian crowd gauge.
- [Seasonality](https://positionalpha.io/learn/seasonality): Recurring calendar tendencies in prices driven by weather, demand cycles, and market structure.
- [Market Regime](https://positionalpha.io/learn/market-regime): Whether a market is trending up, trending down, or consolidating - based on trend and volatility indicators.
- [Sentiment Analysis](https://positionalpha.io/learn/sentiment-analysis): Measuring crowd mood from news, votes, and positioning - useful as context and sometimes as a contrarian cue.
- [Open Interest](https://positionalpha.io/learn/open-interest): Outstanding futures contracts that have not been settled - a gauge of participation and liquidity.
- [Contrarian Indicator](https://positionalpha.io/learn/contrarian-indicator): Signals that suggest fading the crowd when positioning or sentiment reaches an extreme.
- [Smart Money](https://positionalpha.io/learn/smart-money): Shorthand for better-informed participants - often mapped to commercial hedgers in COT analysis.
- [Position Sizing](https://positionalpha.io/learn/position-sizing): How much capital to risk on a trade - the bridge between a signal and account survival.
- [Risk Management](https://positionalpha.io/learn/risk-management): Rules that protect capital: stops, total exposure limits, and positive expectancy habits.
- [Technical Analysis](https://positionalpha.io/learn/technical-analysis): Studying price, volume, and indicators to time entries and manage risk around a directional bias.
- [Fundamental Analysis](https://positionalpha.io/learn/fundamental-analysis): Evaluating supply, demand, inventories, and macro drivers that shape a commodity's fair value path.
- [Free vs Pro Data](https://positionalpha.io/learn/free-vs-pro-data): What you can browse publicly, what free sign-in unlocks, and what Pro and Quant add.
- [Reading Regimes on PositionAlpha](https://positionalpha.io/learn/reading-regimes-on-positionalpha): How to interpret trending versus consolidating regime tiles next to COT and seasonality.
- [Fundamental vs. Technical Analysis: Which Should You Use?](https://positionalpha.io/blog/fundamental-vs-technical-analysis): Understand fundamental vs. technical analysis, compare their strengths and limitations, and learn how traders can use both approaches together.
- [Gold vs. the US Dollar: How They're Connected](https://positionalpha.io/blog/gold-vs-us-dollar): Learn why gold and the US dollar often move in opposite directions, how interest rates affect both, and why their relationship can change.
- [How Interest Rates Affect Stocks, Forex, and Gold](https://positionalpha.io/blog/how-interest-rates-affect-stocks-forex-gold): Learn how interest rates influence stock prices, currency pairs, and gold, and why central bank decisions can affect each market differently.
- [How the S&P 500, US Dollar and Gold Move Together](https://positionalpha.io/blog/sp500-us-dollar-gold): Learn how the S&P 500, US dollar and gold interact, what drives their movements, and how traders can use these relationships in market analysis.
- [The Most Important Prop Firm Rules (and How Traders Break Them)](https://positionalpha.io/blog/prop-firm-rules): Learn the key prop firm rules on drawdown, daily losses, consistency, news trading, and payouts - and how traders accidentally break them.
- [What Is Quant Trading? Explained Simply](https://positionalpha.io/blog/what-is-quant-trading): Learn what quant trading is, how quantitative strategies work, common examples, and the risks beginners should understand before using them.
- [What Is Seasonality in Trading? Larry Williams' Approach Explained](https://positionalpha.io/blog/seasonality-in-trading): Learn how market seasonality works, what Larry Williams is known for, and how to test seasonal patterns before relying on them.
- [What Is the COT Report? A Simple Explanation for Traders](https://positionalpha.io/blog/what-is-the-cot-report): Learn what the COT report shows, how to read trader positions, and how to use COT data to understand market sentiment.
- [Trend Following EAs: When They Work and When They Die](https://positionalpha.io/blog/trend-following-ea): Why trend-following Expert Advisors that look great in backtests struggle live, and the regime, cost and correlation filters to build into one.
- [Why Many Traders Misuse ATR (and How to Use It Properly)](https://positionalpha.io/blog/how-to-use-atr): ATR is everywhere, and often misused. What Average True Range really measures, why one fixed setting fails, and how to code ATR stops, filters and sizing.
- [Coding Custom Indicators in MQL5: A Practical Guide](https://positionalpha.io/blog/mql5-custom-indicator-guide): Build a custom MQL5 indicator from scratch. The #property setup, indicator buffers, OnCalculate, prev_calculated and the mistakes that slow indicators down.
- [Converting MQL4 to MQL5: 7 Things to Remember](https://positionalpha.io/blog/convert-mql4-to-mql5): Porting an EA or indicator from MT4 to MT5? The seven MQL4 to MQL5 changes that matter most, from trade requests and positions to indicator handles.
- [OnNewBar: Run Your Trading Bot Once per Candle in MQL4 and MQL5](https://positionalpha.io/blog/onnewbar-mql4-mql5): MetaTrader has no OnNewBar event. A small, reusable pattern to run your EA's logic once per candle in MQL4 and MQL5, and the mistakes that cause repeat signals.
- [MQL4 vs MQL5: The Differences That Matter for Your Code](https://positionalpha.io/blog/mql4-vs-mql5-differences): MQL4 and MQL5 look alike but work differently. How trading, events, indicator handles and price data differ between MetaTrader 4 and MetaTrader 5 code.