Top 7 AI Stock Trading Tools & Bots: In-Depth 2025 Test

As AI, machine learning, and large language models (LLMs) permeate our lives, high-quality AI platforms for trading and investing are emerging. Having personally tested over 30 AI platforms, I can confidently recommend the leaders.

My testing shows Trade Ideas is the best AI stock trading bot software for high-probability trade signals. TrendSpider has powerful AI chart pattern recognition, backtesting, and auto-trading. TradingView enables live bot trading broker integration, and Tickeron’s bots provide swing trading signals.

Our Top-Rated AI Stock Trading Apps

1. Trade Ideas: Best Automated Stock Trading Bot
2. TrendSpider: Best AI Bot Pattern Recognition & Backtesting
3. TradingView: Global AI Stock & Crypto Bot Trading
4. Tickeron: AI Trading Platform & Strategies
5. SignalStack: Turns AI Algorithm Alerts Into Trading Bots

Ratings & Features Comparison

AI Trading Tools	Trade Ideas	TrendSpider	TradingView	Tickeron
AI Software Rating	★★★★★ 4.7	★★★★★⯪ 4.7	★★★★★⯪ 4.6	★★★★★⯪ 4.4
AI Trading Signals	✔	✔	✘	✔
Alerts	✔	✔	✔	✔
AI Pattern Recognition	✔	✔	✔	✔
AI Strategies	✔	✘	✔	✔
Backtesting	✔	✔	✔	✔
Point & Click Backtesting	✘	✔	✘	✘
Auto-Trading Bots	✔	✔	✔	✘
Cloud-Based AI	✔	✔	✔	✔

Our testing and rating methodology.

Table 1: AI Trading Software Comparison Table & Ratings

We independently research and recommend the best products. We also work with partners to negotiate discounts for you and may earn a small fee through our links.

Unlike other websites, I personally test everything we recommend. Here are seven AI trading and investing bots worth using and three you must avoid.

Review Summary

My research identifies Trade Ideas and TrendSpider as the leaders in AI trading software. Trade Ideas offers automated trading and bots, while TrendSpider offers automated pattern recognition, auto-trading, and backtesting.

Rules-based AI and day-trading Bot platforms are becoming pervasive. However, machine learning and deep learning software are still in their infancy. Trade Ideas consists of three advanced, high-performing AI algorithms: broker integration and auto-trading. TrendSpider uses AI to provide automated technical analysis and backtesting, significantly improving human chart analysis.

Tickeron offers 34 AI stock trading systems and hedge fund-style AI model portfolios with audited track records. MetaStock has a solid backtesting & forecasting engine and a large rules-based AI system marketplace.

AI Trading vs. Stock Trading Bots

A Stock Trading Bot is an autonomous algorithm that automatically finds trading opportunities and executes buy and sell orders. Trade Ideas is the leading stock trading bot available to US retail investors, with three algorithms.

Stock Trading AI algorithms are also capable of full chart pattern recognition, scanning, and backtesting. TrendSpider’s AI recognizes 148 candlestick patterns, has point-and-click backtesting, and executes automated AI bot trades.

AI stock trading software generates rules-based trade signals or entire portfolios based on backtested price patterns, price volatility, diversification, and risk. Tickeron provides a wealth of AI-generated stock, ETF, and Forex strategies.

1. Trade Ideas: Winner Best AI Stock Trading Signals

Trade Ideas is the leading AI trading software for finding day trading opportunities. Trade Ideas has three cutting-edge AI stock trading bots that backtest all US stocks in real time for high-probability trading opportunities.

The AI algorithms developed by Trade Ideas are the main reason you want to sign up. I had a lengthy Zoom session with Sean Mclaughlin, senior strategist over at Trade Ideas, to delve into how Holly AI works, and I was very impressed. This company is laser-focused on providing traders with the best data-supported trading opportunities. There are currently three AI systems in operation that apply over 70 different strategies.

⚡ Features	Charts, Watchlists, Screening
🏆 Unique Features	AI Trade Signals, Trading Room, Trading Competitions
🎯 Best for	US Day Traders
♲ Subscription	Monthly, Yearly
💰 Price	$254/m or $178/m annually
💻 OS	Web Browser, PC
🎮 Trial	Free Live Trading Room
✂ Discount	-15% Discount Code "LIBERATED"
🌎 Region	USA

Holly AI Bot

The Holly AI stock bot is the original incarnation of their AI algorithms. Holly applies 70 different AI strategies to all the US stock exchanges; 70 strategies multiplied by 8,000+ stocks means millions of backtests daily. Only the strategies with the highest backtested win rate of over 60% and an estimated risk-reward ratio of 2:1 will be suggested as potential trades the following day.

Holly 2.0

Holly 2.0 is a newer version of the Holly AI Bot, presenting more aggressive day trading scenarios. Trade Ideas operates three key trading strategies with its AI Stock Bot: Conservative, Moderate, and aggressive. According to my research, Holly 2.0 is the most aggressive stock trading Bot and provides the best trading returns of 33% annually.

Holly Neo

Holly NEO is Trade Ideas’ latest AI day trading Bot. It seeks to trade real-time chart patterns and utilizes a mix of important day trading technical analysis strategies, such as trading stock price pullbacks and breakouts, either long or short.

• Pullback Long: This strategy seeks to identify trades in which the stock price is down and is seeking to start moving up on higher volume.
• Breakout Long: Where stock price breaks out through a key resistance or to new highs.
• Pullback Short: identifying a short pullback opportunity in price.
• Breakdown Short: A shorting opportunity where upward momentum breaks down.

Buy & Sell Signals

A significant benefit of Trade Ideas is that it visually shows you every buy and sell signal on a chart. I have highlighted a trade Holly AI (Holly Grail) recommended in the chart below. This trade for Cleveland Biolabs (Ticker: CBLI) made a 25% profit within 4 hours. Not how the buy and sell signals are depicted on the chart.

Get A Free Stock Trade Idea Every Week From Holly AI

Automated Stock Trading

Trade Ideas is one of the few services that offer fully end-to-end automated AI stock trading. It lets you connect to eTrade or Interactive Brokers for automated trade execution. Trade signals generated from Holly AI cannot be autotraded, but alert window scans can be auto-executed in a sandbox or live with your brokerage using Brokerage Plus (available in the premium plan).

My Trade Ideas AI Testing

After testing the Trade Ideas platform and assessing the AI stock trading and the day trading Bot performance, I can say this is the most compelling application of stock market AI for retail investors available today. This AI stock picker produces 3 to 10 trades daily, each lasting 2 minutes to 3 hours.

My test results are as follows:

• Trade Ideas has large institutional clients and is a legitimate business.
• Trade Ideas recommends, on average, about 3 to 10 trades per day.
• Each trade’s duration is from a few minutes to a few hours.
• Upon downloading and analyzing 65 days of trades, I can confirm the trade ideas’ performance numbers.
• You must be an active day trader to take advantage of Trade Ideas.
• Trade Ideas returns approximately 20% per year.
• Trade Ideas has, in the last two years, beaten the S&P500.
• You must be able to take short and long to take advantage of the trading strategies.
• Depending on your leverage, trading style, and which trades you take, you could make more than 20% or even a loss.
• Trade Ideas is AI day trading software; you must hold a minimum balance of $25K in your brokerage account to actively pattern day trade in the USA.

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2. TrendSpider: Best AI Pattern Recognition & Bots

TrendSpider is my tool of choice. It provides complete AI stock chart pattern recognition and intelligent point-and-click backtesting, enabling users to find high-probability trading opportunities quickly and effectively.

⚡ Features	Charts, Watchlists, Screening, Free Real-time Data
🏆 Unique Features	AI Automated Trendlines, Fibonacci, Candlestick Pattern Recognition, Auto-Bot Trading, Code-free Powerful Backtesting, Launch and Train Personal AI Models with Strategy Lab.
🎯 Best for	Stock, Options, Fx & Crypto Traders
♲ Subscription	Monthly, Yearly
💰 Price	$107/m or $48/m annually
💻 OS	Web Browser
🎮 Trial	❌
✂ Discount	Use Code "LST30" for -30% on monthly or -63% off annual plans
🌎 Region	USA

TrendSpider’s AI revolutionizes stock analysis, automating trend line detection and multi-time-frame analysis; it offers a holistic view of the market, aiding in strategy formulation.

Backtesting is simple yet powerful, and real-time exchange data ensures up-to-the-minute information. The tool’s automatic Fibonacci trend detection identifies significant price levels. Supporting stocks, ETFs, forex, crypto, indices, and futures makes TrendSpider a go-to tool for traders.

AI Strategy Lab

I recently tried out TrendSpider’s AI Strategy Lab, and wow—it completely changed the way I trade! With its advanced AI tools, I could analyze multiple indicators and timeframes all at once, giving me a clearer and more detailed view of the market. Plus, it saved me hours of time I used to spend manually backtesting strategies across different conditions.

But here’s the real game-changer: the ability to create custom trading algorithms. This feature lets me craft strategies tailored perfectly to my trading style. The flexibility and control were next-level, helping me fine-tune my strategies with laser-like precision. If you’re serious about trading smarter, this tool is a total must-try!

AI Charts & Backtesting

TrendSpider has fully automated AI-driven trendlines, Fibonacci, and multi-timeframe analysis on stocks, forex, crypto, and futures. Add a robust backtesting engine, and you have a great AI technical analysis platform.

TrendSpider takes a different approach to backtesting. The platform is built from the ground up to detect trendlines and Fibonacci patterns automatically; it already has an element of backtesting built into the code’s heart.

The highest-probability trendlines are automatically flagged, and you can adjust the algorithm’s sensitivity, which controls whether or not the detection shows more or fewer lines.

TrendSpider has also implemented a strategy tester that allows you to type what you want to test freely, and it will do the coding for you. It is a smooth and simple implementation that had me up and running in minutes.

Integrated backtesting of automated trendlines, showing win rate, profitability, and drawdown, is a welcome addition; the team propels TrendSpider into one of the industry’s leading technical analysis packages.

They have also implemented an AI assistant that allows you to type what you want to test freely, and it will do the coding for you.

It is a smooth and straightforward implementation that had me up and running in minutes. I like the ability to adjust your backtest conditions on the fly, and the “Price Behaviour Explorer” and “System Performance Chart” automatically update. You can jump into coding if you want to, but the key here is that you do not HAVE to.

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3. TradingView: Global Stock & Crypto Bots

TradingView is the most developed and highly automated platform for international stock, FX, and Crypto traders. It automatically detects chart patterns and candlestick patterns and enables AI Bot trading.

⚡ TradingView Features	Charts, News, Watchlists, Screening, Chart Pattern & Candlestick Recognition, Full Broker Integration
🏆 Unique Features	Trading, Backtesting, Community, Global Stock, FX & Crypto Markets, Webhook Bot Integration (with Signal Stack)
🎯 Best for	Stock, Fx & Crypto Traders
♲ Subscription	Monthly, Yearly
💰 Price	Free | $13/m to $49/m annually
🆓 Free	Try TradingView’s Free Plan
💻 OS	Web Browser|PC|IOS|Android
🎮 Trial	Yes, Free 30-Day Premium
✂ Discount	$15 Discount Available + 30-Day Premium Trial
🌎 Region	Global

TradingView can automatically detect and scan for hundreds of chart patterns, such as the double top or rectangle, and bullish and bearish candle patterns like Harami, Doji, or Marubozu. This feature enhances the platform’s usability and empowers users with comprehensive market analysis tools.

TradingView has incredibly powerful backtesting, which can automatically identify complex trading setups and issue Webhook alerts to systems like SignalStack to execute.

To use the Pine script backtesting, you must learn basic scripting, which can take some time. There is no code-free backtesting or indicator development engine.

Although not a coder, I’ve leveraged TradingView to develop my Market Outperforming Stock & ETF System (MOSES). MOSES effectively identifies potential stock market declines and opportune moments to reinvest.

TradingView AI Bot Integration

Enabling AI Bot integration on TradingView is easy: Right-click a chart, Select “Add Alert,” Click “Notifications,” and add a Webhook URL. (See my screenshot image below.)

Try TradingView

One noteworthy advantage of TradingView is its extensive selection of integrated Brokers. No matter where you are located, you can find a reputable and authorized broker to execute trades on your behalf seamlessly.

Moreover, TradingView boasts the largest global community of traders and is the world’s number-one investing website. With global availability across stocks, ETFs, Forex, and Crypto exchanges, TradingView remains the preferred platform for traders worldwide.

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4. Tickeron: Top AI Investing Bots

Tickeron is an excellent AI trading software that uses stock chart pattern recognition to predict future trends, providing 45 streams of trading ideas. Tickeron allows you to build your AI portfolios with predictive returns.

⚡ Tickeron Features	Portfolios, Watchlists, Screening, 45 Streams of Trade Ideas
🏆 Unique Features	Real-time AI Trading Signals for ETF, Forex & Crypto & Pattern Recognition, AI Portfolios
🎯 Best for	Day & Swing Traders
♲ Subscription	Monthly, Yearly
💰 Price	Free or $250/m or $125/m annually
💻 OS	Web Browser, PC
🎮 Trial	14-Day Free Trial
✂ Discount	50% Off All Annual Plans
🌎 Region	USA

Tickeron is a wholly-owned subsidiary of SAS Global, a leader in data analytics whose services are used by most Fortune 500 companies. Tickeron uses AI rules to generate trading ideas based on pattern recognition. Firstly, they use a database of technical analysis patterns to search the stock market for stocks that match those price patterns using their pattern search engine. Of course, each detected pattern has a backtested track record of success, and this pattern’s success is factored into the prediction using their Trend Prediction Engine.

Tikeron AI Bot Performance

Tickeron is the only AI software on this list (apart from Trade Ideas) that shares its track record of success. Of the 34 AI Trading Bots I looked at, only 2 claimed less than a 30% annualized gain; the other AI Bots claimed from a 40% to 169% annualized gain, as shown in the image below. Tickeron claims impressive returns and audits all returns trade by trade.

Tickeron illuminates its AI algorithm’s performance by providing a fully audited track record of every stock Bot under management. Before purchasing a strategy, you can see its entire performance summary, trade amounts, percentage profitable trades, Sharpe ratio, and trade duration.

AI Stock Picks & Portfolios

Tickeron uses its artificial intelligence engine to provide specific stock picks. The algorithm can also be run on a specific index or watchlist to generate trading opportunities on your selection of stocks. Tickeron also offers innovative portfolios that use AI to build a portfolio with characteristics like diversification and high return. One specific AI stock asset allocation is “GROWING BIG DATA & CREATING BLOCKCHAINS PASSIVE,” which selects the best mix of AI stocks and blockchain companies.

Having tested Tikeron, I have to say that Tickeron is a very professional, sophisticated, and easy-to-use stock market AI software that delivers results. Tickeron is well worth trying.

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5. SignalStack: Converts Signals Into Trading Bots

SignalStack is an AI webhook-based automation tool that converts charting software like TradingView, TrendSpider, Schwab, and TradeStation into automated trading bots. This enables traders to automate and react quickly and accurately to market conditions without manually monitoring the markets all day.

SignalStack works with any software that can generate Webhook alerts so traders can easily execute high-probability trading opportunities.

Signal Stack Rating	4.5/5.0
⚡ AI Trading Features	Order Execution, Investing Bots, 99.99% Uptime
🏆 Unique Features	Connects Charting Software to Brokers
🎯 Best for	Stock, Fx & Crypto Traders
♲ Subscription	Per Signal
💰 Price	$0.59-$1.49/signal
💻 OS	Web Browser
🎮 Trial	25 Signals Free
🌎 Region	Global

If your current trading software lacks AI Bot trading capabilities, SignalStack could be the solution you’ve been seeking. SignalStack is an intelligent middleware platform connecting your trading software with your broker.

SignalStack offers a multitude of benefits that revolutionize your AI trading experience. Firstly, it facilitates efficient order execution, eliminating the need for manual oversight and ensuring swift market order placements.

Moreover, the platform provides high availability to 99.99%, customization, and flexibility, allowing investors to tailor their strategies to align with their individual investment goals and risk tolerance.

SignalStack is designed to process incoming signals from external systems seamlessly and swiftly convert them into live orders within a brokerage account. This groundbreaking technology was previously inaccessible to retail traders.

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6. MetaStock: Forecasting & Algo Systems

MetaStock has industry-leading AI stock backtesting and forecasting capabilities. It is a stock market technical analysis and charting service with over 600 types of charts and indicators. MetaStock allows the charting of stocks, ETFs, indices, bonds, and currencies.

⚡ Features	Charts, Watchlists, Scanning, Backtesting
🏆 Unique Features	Algorithmic AI Forecasting, Real-time Global Trading News (Multi-language), Pattern Recognition with Add-ons.
🎯 Best for	Stock, Fx & Commodity Traders
♲ Subscription	Monthly, Yearly
💰 Price	MetaStock R/T $100/m, Xenith $265/m
💻 OS	PC
🎮 MetaStock Free Trial	30-Day Free Trial
✂ Discount	3 Months for 1
🌎 Region	Global

Another area where MetaStock excels is what they call “Expert Advisors.” MetaStock’s Expert Advisors are Trading Bots designed to help you understand and profit from technical analysis patterns and supply and demand fluctuations as a beginner or intermediate trader. These algorithms are not as advanced as the stock market AI provided by Trade Ideas, but you can improve upon them with a little coding knowledge.

Smart Backtesting

As you launch MetaStock, you will be presented with the power console, enabling you to quickly select what you want to do. Select System Test, and you will have access to 58 systems you can backtest. In the example below, I selected the Equis—MACD Expert System and ran it on the entire Nasdaq 100.

After 60 seconds, the backtest was completed, and a list of every buy or sell trade and the drawdown on the portfolio chart was presented. See the image below. You can click through to any trade to see the trade background, trade size, duration, and profit or loss.

Of course, the inbuilt systems will not make you super-rich; you want to backtest and develop your own winning system to get an edge in the market. With some scripting or programming skills, you will achieve this with MetaStock. If you do not, you can ask MetaStock or one of many MetaStock Partners to assist you in building your system.

There are also many premium stock trading systems for MetaStock sold by their partners, which are usually supported by training and webinars.

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7. Vectorvest: Auto-Trading Bots & Signals

Vectorvest provides automated AI bot trading, signals, options analysis, and AI trading strategies. Although VectorVest may have a higher price tag, it claims its stock recommendation system has outperformed the S&P 500 by an impressive tenfold over the past 22 years. With such remarkable results, it is definitely worth trying.

⚡ Vectorvest Features	Charts, Watchlists, Screening
🏆 Unique Features	Market Timing Gauge, Buy & Sell Signals, AI Auto-trading Bots
🎯 Best for	Beginner Investors
♲ Subscription	Monthly, Yearly
💰 Price	$58 to $125/m annually
💻 OS	Web Browser
✂ Discount	1st Month $0.99
🌎 Region	USA

VectorVest benefits traders and investors by primarily simplifying the process of finding stocks based on its proprietary system and providing general bullish and bearish signals.

Dr. Bart DiLiddo founded VectorVest over 40 years ago to provide a simple-to-use system for recommending buy and sell signals to investors based on a proprietary stock-rating system based on Value, Strength, and Timing.

VectorVest software is straightforward because it promotes the Value, Safety, and Timing system. This means they have a minimal variety of stock market indicators; they provide only what is needed to trade within their VST system parameters.

AI Rules

VectorVest continually evaluates every stock on the exchanges they cover to provide their proprietary ratings.

• RV Relative Value shows the estimated return versus a AAA Corporate Bond.
• RS Relative Safety measures the consistency of a company’s financials.
• RT Relative Timing is a technical indicator that defines the short-term stock trend.
• VST Value-Safety Timing indicator aggregates RV, RS, and RT into one number.

Ultimately, VectorVest recommends that you trade stocks with good fundamentals that are moving in an uptrend, as the market is in an uptrend. This makes sense to me and is the foundation of my stock investing strategy.

VectorVest Performance

My only issue with these ratings is that they are proprietary, so we have no idea how they are calculated. Usually, if proprietary indicators are the unique selling point of stock market software, you would want to publish confirmed results of the system’s effectiveness. Unfortunately, that does not exist.

The only published VectorVest performance is a 20-year-old reference to fantastic returns of 2,000%+, which is unrepresentative of reality.

But does the VectorVest rating system produce market-beating gains? There is no proof for that.

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AI Trading Bots to Avoid

Kavout: Avoid this AI Venture

Upon researching Kavout, I believe it is another defunct business claiming to be an amazing AI AI-automated trading chatbot. While I could register on the website for the free services, there was no free service.

While there are people listed on the website, I believe it is a failed project venture by a group of Chinese entrepreneurs. Its last funding round was in 2017, and there has been no news on the company in 3 years. With no YouTube channel, social media, or Trustpilot reviews, this is one company to avoid.

Algoriz: Avoid – No Business Information

It would be wise to avoid Algoriz. I tried registering with Algoriz to perform tests on the service, but it was impossible. It promises a trading chatbot that will understand your requests and turn them into profitable AI trading solutions. Alumni of Goldman Sachs supposedly built it, but no business or financial services registration information is available on its website.

Algoriz has no listed business owners, a YouTube channel, social presence, or Trustpilot reviews. Finally, Although It received $120K of seed funding in 2017, no funding has been received since. This suggests that the company is no longer a going concern.

StockHero: Avoid – Unrealistic Profit Claims

StockHero bills itself as “advanced AI trading software” but fails to deliver on its promises. It claims a win rate of 90%, but there is no evidence or track record performance audit. In fact, a 90% win rate is unrealistic and not in line with the most successful AI trading systems like Trade Ideas, which have a 20-25% win rate. Furthermore, StockHero provides no hard evidence or proof that its trading algorithms work. We recommend avoiding this program at all costs.

When I tried to register with StockHero to test the app, I was denied, which made me want to investigate further. StockHero demonstrated multiple red flags.

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Final Advice

My hands-on testing confirms that Trade Ideas, TrendSpider, TradingView, and Tickeron are the clear leaders in AI stock trading algorithms and AI investing portfolios. Trade Ideas, TrendSpider, and TradingView are designed for stock trading, and all provide fully automated trading, while Tickeron specializes in AI investing and portfolio creation.

If you are looking for AI stock software that automatically uses alerts to execute day trades, then Trade Ideas is perfect. If you want to use AI stock charts to perform your backtesting and stock chart pattern recognition, then TrendSpider is ideal. For a global community and global data, TradingView is the best choice.

If you seek a broad selection of profitable AI stock-picking systems to generate trade signals or even structure hedge fund-style portfolios, then Tickeron is the best choice.

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FAQ