Compare systematic investing platforms when you need different ranking systems, backtests, portfolio tools, data access, or learning curve.
Portfolio123 is built for rules-based investors who want multifactor ranking systems, point-in-time screens, stock and ETF simulations, portfolio tracking, broker connectivity, AI Factor, DataMiner, and API workflows. A strong replacement should be chosen around the systematic process you need to preserve: factor research, custom formulas, realistic backtests, live portfolio management, or programmatic data access. If you mainly need visual company research or analyst reports, a simpler stock research platform may fit better than a full quant workflow.
Disclosure: outbound links may include affiliate or sponsor links
Which Alternative Should You Use?
GuruFocus
Closest replacement
Best for: Value investors who want long historical fundamentals, GF Score, GF Value, and guru/institutional holdings.
GuruFocus best matches the base workflow on strategy backtesting, portfolio tracking, and financial data API.
GuruFocus keeps the replacement test in the same free-access lane. Free access caveat: signup required and Free account has limited platform access..
Watch for: Paid access is region and tier dependent: The existing profile records annual paid memberships, region add-ons, API plans, and pay-as-you-go API credits.
Best for: Investors who want AI-assisted public-company research backed by fundamentals, estimates, transcripts, filings, and dashboards.
Fiscal.ai best matches the base workflow on portfolio tracking, financial data API, and charting and technical analysis.
Fiscal.ai keeps the replacement test in the same free-access lane. Free access caveat: signup required and Free terminal access has dashboard, history, event, and AI prompt limits..
Watch for: Meaningful limits on free access: The free API trial is capped by allowed companies, burst requests, and daily request volume; deeper history, exports, and advanced datasets require paid plans.
Best for: Users who want one free global market portal for quotes, charts, calendars, news, watchlists, and portfolio tracking.
Investing.com best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Investing.com keeps the replacement test in the same free-access lane. Free access caveat: Free access is ad-supported and does not include the full InvestingPro research layer..
Watch for: Not a broker or API product: Investing.com does not provide direct trading execution or a public API; widgets and RSS are the main integration surfaces.
Best for: Serious individual investors who want deep North American stock, ETF, and fund screening.
Stock Rover best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Stock Rover keeps the replacement test in the same free-access lane. Free access caveat: signup required and New signups can test Stock Rover through a 14-day free trial with no credit card required..
Watch for: North America-focused coverage: The existing profile records U.S. and Canadian exchange support plus OTC boards.
Bottom line: Value investors who want long historical fundamentals, GF Score, GF Value, and guru/institutional holdings.
Replacement
Drop-in replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free, Subscription, and Other
Why switch
GuruFocus best matches the base workflow on strategy backtesting, portfolio tracking, and financial data API.
GuruFocus matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain ETF Screeners, Top Analysts, Stock Comparison, and ETF Comparison.
Watch out
Major switch gaps: missing Desktop access, missing Closed-End Funds coverage, and missing Factor Exposure workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and advisor and client reporting.
Paid access is region and tier dependent: The existing profile records annual paid memberships, region add-ons, API plans, and pay-as-you-go API credits.
Free-plan limits: Signup required, Free account has limited platform access., and Free members have limited portfolio capacity..
Bottom line: Users who want one free global market portal for quotes, charts, calendars, news, watchlists, and portfolio tracking.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks, ETFs, and Closed-End Funds
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
Investing.com best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Investing.com matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain Stock Comparison, Options, Institutional Ownership, and News.
Watch out
Major switch gaps: missing API and Desktop access, missing Quant, Backtesting, and Factor Exposure workflows, and does not clearly cover quant research, factor screening, and strategy backtesting.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
Not a broker or API product: Investing.com does not provide direct trading execution or a public API; widgets and RSS are the main integration surfaces.
Free-plan limits: Free access is ad-supported and does not include the full InvestingPro research layer., WarrenAI, ProPicks, premium reports, and deeper datasets are plan-gated., and Market-data latency and real-time availability vary by instrument and source..
Bottom line: Serious individual investors who want deep North American stock, ETF, and fund screening.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks, ETFs, and Closed-End Funds
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
Stock Rover best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Stock Rover matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain ETF Screeners, Stock Comparison, ETF Comparison, and Risk Metrics.
Watch out
Major switch gaps: missing API and Desktop access, missing Quant, Backtesting, and Factor Exposure workflows, and does not clearly cover quant research, factor screening, and strategy backtesting.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
North America-focused coverage: The existing profile records U.S. and Canadian exchange support plus OTC boards.
Free-plan limits: Signup required, New signups can test Stock Rover through a 14-day free trial with no credit card required., and Free plan has monthly limits for Stock Scores and Research Reports..
Bottom line: Traders and investors who want charting, alerts, screeners, and market coverage across many asset classes.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and Desktop
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free, Subscription, and Other
Why switch
TradingView best matches the base workflow on strategy backtesting, portfolio tracking, and charting and technical analysis.
TradingView matches the base audience on Retail Traders, Pro Retail, and Quants/Developers.
You gain ETF Screeners, Stock Comparison, ETF Comparison, and News.
Watch out
Major switch gaps: missing API access, missing Closed-End Funds coverage, and missing Scores, Valuation Models, and Financials workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and financial data API.
Real-time market data can require add-ons: The profile notes optional real-time quote subscriptions and exchange-specific data fees.
Free-plan limits: Signup required, Basic tier limits charts per tab, indicators, alerts, watchlists, and historical bars., and Some real-time exchange data is sold separately from platform plans..
Bottom line: Retail investors who want analyst consensus, expert rankings, Smart Score, news sentiment, and stock ideas.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free, Subscription, and Other
Why switch
TipRanks best matches the base workflow on portfolio tracking, financial data API, and charting and technical analysis.
TipRanks matches the base audience on Retail Traders, Pro Retail, and Institutional Investors.
You gain Top Analysts, ETF Screeners, US Government Trades, and Stock Comparison.
Watch out
Major switch gaps: missing Desktop access, missing Closed-End Funds coverage, and missing Quant, Valuation Models, and Backtesting workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
Best tools are paid: Premium and Ultimate gate Smart Portfolio, Smart Score, expert/insider/hedge-fund tools, exports, and higher MCP quotas.
Free-plan limits: Signup required, Free/Basic MCP OAuth quota is 10 tool calls per month., and Free API-key tier is limited to 5 requests per minute and 50 requests per month..
Bottom line: Investors who want AI-assisted public-company research backed by fundamentals, estimates, transcripts, filings, and dashboards.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free, Subscription, and Other
Why switch
Fiscal.ai best matches the base workflow on portfolio tracking, financial data API, and charting and technical analysis.
Fiscal.ai matches the base audience on Retail Traders, Pro Retail, and Institutional Investors.
You gain Stock Comparison, Institutional Ownership, ETF Analysis, and Fund Analysis.
Watch out
Major switch gaps: missing Desktop access, missing Closed-End Funds coverage, and missing Quant, Scores, and Backtesting workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
Meaningful limits on free access: The free API trial is capped by allowed companies, burst requests, and daily request volume; deeper history, exports, and advanced datasets require paid plans.
Free-plan limits: Signup required, Free terminal access has dashboard, history, event, and AI prompt limits., and Free API access is capped by allowed companies, burst rate, and daily requests..
Bottom line: Growth and momentum investors who want earnings momentum, estimate revisions, PEAD drift, timing signals, scanners, dashboards, and AI analysis in one US stock/ETF platform.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
EPSMomentum best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
EPSMomentum matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain Money Flow, News, News Sentiment, and Market Sentiment.
Watch out
Major switch gaps: missing Desktop access, missing Closed-End Funds coverage, and missing Quant, Valuation Models, and Correlation workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
US stocks and ETFs focus: EPSMomentum is not positioned as a global multi-asset terminal or full portfolio accounting product.
Free-plan limits: Signup required, Bronze is advertised at $0/month., and Silver is advertised at $9.99/month and Gold at $49.99/month, with yearly-plan discounts shown..
Bottom line: Regular investors who want fast stock and fund research pages, screeners, comparisons, watchlists, and market calendars.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks, ETFs, and Closed-End Funds
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
Stock Analysis best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Stock Analysis matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain ETF Screeners, Top Analysts, Stock Comparison, and ETF Comparison.
Watch out
Major switch gaps: missing API and Desktop access, missing Quant, Scores, and Backtesting workflows, and does not clearly cover quant research, factor screening, and strategy backtesting.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
No public API: The existing profile explicitly says Stock Analysis does not currently offer API access.
Free-plan limits: Free access is ad-supported., Free exports and financial history are limited compared with Pro and Unlimited., and Brokerage sync, active alerts, full ETF holdings, and advanced analyst filtering require paid plans..
Bottom line: Self-directed traders and investors who want technical and fundamental screening, watchlists, alerts, charts, and idea templates in one browser product.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
ChartMill best matches the base workflow on strategy backtesting, portfolio tracking, and charting and technical analysis.
ChartMill matches the base audience on Retail Traders, Pro Retail, and Beginner.
You gain Stock Comparison, Alerts, News, and Calendar.
Watch out
Major switch gaps: missing API and Desktop access, missing Closed-End Funds coverage, and missing Quant, Portfolio, and Correlation workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and financial data API.
Delayed market data: Paid access unlocks tools, but market data remains delayed or end-of-day, so active traders needing real-time feeds need another platform.
Free-plan limits: Free access includes screener and charts with data limits. and Monthly subscription is $34.97/month after first-month promotion; annual plan is $299.97/year and includes a swing-trading course..
Bottom line: Historical and competitive research on an AI stock research product that combined screening, S&P Global data, portfolio tracking, ratings, transcripts, and investor-activity feeds.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
Gainify best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Gainify matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain Stock Comparison, Custom Dashboards, Institutional Ownership, and US Government Trades.
Watch out
Major switch gaps: missing API and Desktop access, missing ETFs and Closed-End Funds coverage, and missing Quant, Backtesting, and Correlation workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
Service is discontinued: The canonical homepage says Gainify.io is closed and the Gainify service is no longer available, so it should not be recommended as a live signup option.
Free-plan limits: Signup required, Gainify has been discontinued and the service is no longer available., and Active paying subscribers were directed to transition information by email..
Bottom line: Long-term investors who want portfolio backtests, risk metrics, correlations, optimization, and screeners in a single low-cost web workflow.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
PortfoliosLab best matches the base workflow on strategy backtesting, portfolio tracking, and charting and technical analysis.
PortfoliosLab matches the base audience on Retail Traders, Pro Retail, and Institutional Investors.
You gain Risk Metrics, Performance Attribution, Stock Comparison, and ETF Comparison.
Watch out
Major switch gaps: missing Desktop access, missing Closed-End Funds coverage, and missing Stock Ideas, Scores, and Valuation Models workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and financial data API.
Free tier is small: Free access is capped at 1 watchlist, 100 symbols, 15 holdings per portfolio, 10 calculations per month, and 5 years of history.
Free-plan limits: Signup required, Free plan includes 1 watchlist, 100 symbols, 15 holdings per portfolio, 10 calculations/month, and 5 years of history., and Plus is shown from $8.33/month annually, Pro from $20.83/month annually, and Max from $75/month annually with MCP access..
Bottom line: Investors, analysts, and funds using alternative data such as search, web traffic, app usage, social, news, reviews, and transcripts to forecast company KPIs before earnings.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks
Experience
Beginner, Intermediate, and Advanced
Plans
Free, Subscription, and Other
Why switch
TickerTrends best matches the base workflow on portfolio tracking, financial data API, and charting and technical analysis.
TickerTrends matches the base audience on Retail Traders, Pro Retail, and Institutional Investors.
You gain Stock Comparison, News Sentiment, Market Sentiment, and Alerts.
Watch out
Major switch gaps: missing Desktop access, missing ETFs and Closed-End Funds coverage, and missing Valuation Models, Portfolio, and Watchlist workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
Alternative data is noisy: Search, social, traffic, and app signals are proxies for business performance; users need modeling discipline, validation, and company-specific KPI context.
Free-plan limits: Signup required, Alternative Data Basic is advertised at $998/year or $98.70/month with a 7-day free trial., and KPI Forecasting & Full Intelligence Suite is custom priced with trial availability..
Bottom line: Investors who want guru-inspired and academic-factor stock and ETF model portfolios, screens, and factor reports.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks and ETFs
Experience
Intermediate and Advanced
Plans
Free and Other
Why switch
Validea best matches the base workflow on quant research, factor screening, and strategy backtesting.
Validea matches the base audience on Retail Traders, Pro Retail, and Quants/Developers.
You gain ETF Screeners, ETF Analysis, ETF Factors, and Alerts.
Watch out
Major switch gaps: missing API and Desktop access, missing Closed-End Funds coverage, and missing Data Visualizations, Watchlist, and Factor Exposure workflows.
Avoid as a full replacement if you rely on financial data API, charting and technical analysis, and API and market data.
Model returns are not live account returns: Validea states model returns do not reflect actual trading and may include backtested and live model performance.
Free-plan limits: Public pages expose free weekly email newsletter signup and many public screen/portfolio pages., Signup and Validea Pro gates exist, but current paid plan prices were not cleanly visible on reviewed pages., and Model-return and performance disclaimers are prominent..
Bottom line: Value and long-term investors who need global fundamental screening, many metrics, watchlists, historical backtests, CSV export, and lightweight portfolio alerts.
Replacement
Drop-in replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
Uncle Stock best matches the base workflow on strategy backtesting, portfolio tracking, and financial data API.
Uncle Stock matches the base audience on Retail Traders, Pro Retail, and Beginner.
You gain Institutional Ownership, Alerts, Screens 100,000+ stocks (nano-cap to large-cap) across all continents with 2,000+ metrics; pricing page lists “History: 25 years. 35 years on US.” on Bronze., and Includes guru-inspired models/screens (Buffett, Graham, Lynch) and provides advice/scores and a price target metric set (plan-dependent)..
Watch out
Major switch gaps: missing Desktop access, missing ETFs and Closed-End Funds coverage, and missing Quant, Stock Ideas, and Correlation workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and options and trading workflows.
API is Gold-gated and capped: Uncle Stock API docs say API keys require Gold, search is limited to 10 calls/minute, and the API has a 300-call/month cap unless users contact the vendor.
Free-plan limits: Signup required, Subscription page lists Bronze at $20/month or $130/year, Silver at $35/month or $210/year, and Gold at $60/month or $350/year., and The page says Gold includes CSV export with max 300 calls/month and unlimited MCP stock searches/day versus 5/day on the free tier..
Bottom line: Retail investors who want news, contributor analysis, quant ratings, screeners, and portfolio alerts together.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks and ETFs
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
Seeking Alpha best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Seeking Alpha matches the base audience on Retail Traders, Pro Retail, and Beginner.
You gain News, News Sentiment, Alerts, and Calendar.
Watch out
Major switch gaps: missing API and Desktop access, missing Closed-End Funds coverage, and missing Quant, Backtesting, and Correlation workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
Free access is limited: The Basic plan has limited premium-article access and core portfolio/watchlist features.
Free-plan limits: Signup required, Basic has limited premium-article access., and Premium is needed for unlimited articles/transcripts, ratings, factor grades, screeners, comparisons, broker linking, and AI summaries..
Bottom line: Active investors and developers who want market data, news clustering, social sentiment, institutional flow, insider trades, and AI analysis in one beta workspace.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web and API
Assets
Stocks and ETFs
Experience
Intermediate and Advanced
Plans
Free and Subscription
Why switch
SentiSense best matches the base workflow on portfolio tracking, financial data API, and charting and technical analysis.
SentiSense matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain News, News Sentiment, Alerts, and Calendar.
Watch out
Major switch gaps: missing Desktop access, missing Closed-End Funds coverage, and missing Valuation Models, Portfolio, and Backtesting workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
Beta product with plan limits: Free and PRO quotas are now published, but the product remains young and users should verify endpoint-level access before depending on it in production.
Free-plan limits: Signup required, Free plan includes 1,000 API requests/month and limited market-intelligence access., and PRO is listed at $15/month or $144/year with 100,000 API requests/month..
Bottom line: Long-term stock pickers who want a low-cost, source-linked tearsheet instead of a broad multi-asset terminal.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks
Experience
Beginner, Intermediate, and Advanced
Plans
Free and Subscription
Why switch
The Ledger Terminal best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
The Ledger Terminal matches the base audience on Retail Traders, Pro Retail, and Analysts.
You gain Stock Comparison, Alerts, News, and Checklist.
Watch out
Major switch gaps: missing API and Desktop access, missing ETFs and Closed-End Funds coverage, and missing Quant, Portfolio, and Backtesting workflows.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
U.S. stock focus: The product emphasizes quality-filtered U.S.-listed stocks and excludes OTC stocks, shell companies, penny stocks, and SPACs, so it is not a global equity terminal.
Free-plan limits: Free users get daily-limited stock views; Pro starts from $12/month with a 7-day free trial. and Full 15-year history, comparison workflow, quality checklist, and exports require Pro..
Bottom line: Investors who want a modern web/mobile financial terminal with dashboards, charts, screeners, portfolios, news, and alerts.
Replacement
Partial replacement
Pricing fit
Free-plan match
Free tier
Yes
Platforms
Web
Assets
Stocks, ETFs, and Closed-End Funds
Experience
Beginner, Intermediate, and Advanced
Plans
Free, Subscription, and Other
Why switch
Koyfin best matches the base workflow on portfolio tracking, charting and technical analysis, and fundamental research.
Koyfin matches the base audience on Retail Traders, Pro Retail, and Institutional Investors.
You gain ETF Screeners, Custom Dashboards, News, and Alerts.
Watch out
Major switch gaps: missing API and Desktop access, missing Quant, Stock Ideas, and Scores workflows, and does not clearly cover quant research, factor screening, and strategy backtesting.
Avoid as a full replacement if you rely on quant research, factor screening, and strategy backtesting.
No public API: The existing profile explicitly says Koyfin does not provide user-facing data access through an API.
Free-plan limits: Signup required, Free plan includes limited watchlists, screens, dashboards, alerts, portfolios, financials, and estimates history., and Advisor reporting and custodian integrations require Advisor plans..
Start with the Portfolio123 workflow you would replace: ranking systems, screens, simulations, factor research, portfolio tracking, DataMiner, or API access.
Check point-in-time data, survivorship-bias handling, regional coverage, trial rules, and data-license limits before moving a quant process.
Choose a lighter alternative only if you do not need custom formulas, strategy simulations, or repeatable systematic research.
20 of 20 alternatives keep a free tier for trials.
Mobile ready
10/20
10 alternatives bring native mobile access.
API availability
8/20
8 of the shortlisted tools expose API endpoints for automation-heavy workflows.
Quality checks
11 starred / 13 tested
11 tools are flagged as analyst picks; 13 have been hands-on tested.
Avg. coverage overlap
61%
Average percentage of categories shared with the base tool.
Frequently Asked Questions
What is the best Portfolio123 alternative?
The best Portfolio123 alternative depends on whether you need factor ranking, stock and ETF screening, realistic backtests, portfolio tracking, broker connectivity, DataMiner-style exports, or API access.
Why compare Portfolio123 competitors?
Compare Portfolio123 competitors when the learning curve, paid research tiers, API or DataMiner access, regional data add-ons, or quant workflow depth does not match how you invest.
Can Portfolio123 alternatives support systematic investing?
Some can, but verify custom formulas, point-in-time data, survivorship-bias controls, rebalancing assumptions, transaction-cost modeling, and export access before moving a live research process.
Information
About Me
Hey! Thanks for stopping by. I'm an independent investor with a soft spot for coding and the stock market - especially value investing (as you can probably tell from the tools I've collected here, haha). Hopefully you'll find something useful or interesting along the way.
Discovered a gem I don't have here yet? Drop the link below and I'll check it out ASAP. Tagging me on X works too! Can't wait to see what you've found!
These are my top picks. Tools I've tested thoroughly and found to be excellent. They do their job really well, and I use them a lot. If you're not already familiar with them, I highly recommend checking them out.
Tested Tools
These are tools I've tried and found to be solid, but not standout. Think of them as passing an initial quality screen: worth exploring, though not all will be exceptional.
Curation & Accuracy
This directory blends AI‑assisted discovery with human curation. Entries are reviewed, edited, and organized with the goal of expanding coverage and sharpening quality over time. Your feedback helps steer improvements (because no single human can capture everything all at once).
Details change. Pricing, features, and availability may be incomplete or out of date. Treat listings as a starting point and verify on the provider’s site before making decisions. If you spot an error or a gap, send a quick note and I’ll adjust.