YCharts overlaps on Financials, Screeners, and News and pushes into Stock Comparison and ETF Comparison with DeepVest (formerly Benjamin AI) and is the quickest matchup to review first.
VOL. XCIV, NO. 247
★ FINANCIAL TOOLS & SERVICES DIRECTORY ★
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Sunday, December 7, 2025
Matchup hub
Compare DeepVest (formerly Benjamin AI)
Every head-to-head showdown featuring DeepVest (formerly Benjamin AI). Review coverage overlap, standout differentiators, and pricing context before you request demos.
Quick takeaways
PortfoliosLab, TradingView, and EPS Momentum keep freemium tiers so you can benchmark DeepVest (formerly Benjamin AI) without committing budget.
DeepVest (formerly Benjamin AI) rivals most often add coverage in Watchlist, Calendar, and Alerts, so focus there when evaluating upgrades.
24
Matchups catalogued
18
Include free tiers
10
Offer mobile access
54%
Avg category overlap
Category heatmap
How DeepVest (formerly Benjamin AI) stacks up
Spot the coverage themes most often compared against this tool and where rivals extend or lag.
Shared battlegrounds
Categories that appear in the majority of head-to-head matchups.
- Screeners21
- Portfolio20
- Data Visualizations18
- News17
- Financials16
- Backtesting14
Where rivals add depth
Common coverage areas that comparison partners introduce beyond DeepVest (formerly Benjamin AI).
- Watchlist17
- Calendar13
- Alerts12
- ETF Holdings11
- ETF Overview11
- Dividends10
Where DeepVest (formerly Benjamin AI) stands alone
Categories that remain exclusive to DeepVest (formerly Benjamin AI) across these matchups.
- Regulatory Filings Monitoring22
- Scenario & Stress Tests21
- Risk Metrics (VaR/ES/Drawdown)18
- Correlation16
- Quant14
- Backtesting10
Matchups
Dive into the full comparison roster
Start with the closest overlaps, then branch into tools that push DeepVest (formerly Benjamin AI) into new workflows.
YCharts
73% overlapHands-on review
YCharts overlaps on Financials, Screeners, and News, adds Stock Comparison, ETF Comparison, and Watchlist coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
YCharts adds
- Stock Comparison
- ETF Comparison
- Watchlist
- Performance Attribution
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Backtesting
Shared platforms
Web
Shared pricing
Subscription
PortfoliosLab
64% overlapPortfoliosLab overlaps on Financials, Screeners, and Quant, adds ETF Screeners, Watchlist, and Stock Comparison coverage while matching DeepVest (formerly Benjamin AI).
PortfoliosLab adds
- ETF Screeners
- Watchlist
- Stock Comparison
- ETF Comparison
DeepVest (formerly Benjamin AI) keeps to itself
- News
- Regulatory Filings Monitoring
- Data Visualizations
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
TradingView
64% overlapEditor’s pick
Hands-on review
TradingView overlaps on Financials, Screeners, and News, adds Stock Ideas, ETF Screeners, and Options & Derivatives coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
TradingView adds
- Stock Ideas
- ETF Screeners
- Options & Derivatives
- Money Flow
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
- Correlation
Shared platforms
Web
Shared pricing
Subscription
EPS Momentum
55% overlapEPS Momentum overlaps on Financials, Screeners, and News, adds Stock Ideas, Money Flow, and Watchlist coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
EPS Momentum adds
- Stock Ideas
- Money Flow
- Watchlist
- News Sentiment
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
FINVIZ
55% overlapEditor’s pick
Hands-on review
FINVIZ overlaps on Financials, Screeners, and News, adds Watchlist, Alerts, and Data APIs coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
FINVIZ adds
- Watchlist
- Alerts
- Data APIs
- ETF Overview
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
Portfolio123
60% overlapEditor’s pick
Hands-on review
Portfolio123 overlaps on Screeners, Quant, and Data Visualizations, adds Calendar, APIs & SDKs, and Data APIs coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Portfolio123 adds
- Calendar
- APIs & SDKs
- Data APIs
- Broker Connectors
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- News
- Regulatory Filings Monitoring
- Risk Metrics (VaR/ES/Drawdown)
Shared platforms
Web
Shared pricing
Subscription
Stock Rover
55% overlapEditor’s pick
Hands-on review
Stock Rover overlaps on Financials, Screeners, and News, adds ETF Screeners, Stock Comparison, and ETF Comparison coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Stock Rover adds
- ETF Screeners
- Stock Comparison
- ETF Comparison
- Monte Carlo
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
Trendlyne
55% overlapHands-on review
Trendlyne overlaps on Financials, Screeners, and News, adds Analyst Forecasts, Analyst Price Targets, and Analyst Recommendations coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Trendlyne adds
- Analyst Forecasts
- Analyst Price Targets
- Analyst Recommendations
- Options & Derivatives
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
Reflexivity
55% overlapReflexivity overlaps on Screeners, News, and Quant, adds Performance Attribution, Alerts, and Data APIs coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Reflexivity adds
- Performance Attribution
- Alerts
- Data APIs
- Transcripts
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- Regulatory Filings Monitoring
- Data Visualizations
- Risk Metrics (VaR/ES/Drawdown)
Shared platforms
Web
Shared pricing
Subscription
okama
55% overlapHands-on review
okama overlaps on Quant, Data Visualizations, and Risk Metrics (VaR/ES/Drawdown), adds Monte Carlo, Data APIs, and ETF Performance coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
okama adds
- Monte Carlo
- Data APIs
- ETF Performance
- Inflation Rates
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- Screeners
- News
- Regulatory Filings Monitoring
Shared platforms
Web
AmiBroker
67% overlapAmiBroker overlaps on Screeners, Quant, and Data Visualizations, adds Monte Carlo, APIs & SDKs, and Auto-Trading & Bots coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
AmiBroker adds
- Monte Carlo
- APIs & SDKs
- Auto-Trading & Bots
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- News
- Regulatory Filings Monitoring
- Scenario & Stress Tests
Fiscal.ai
45% overlapEditor’s pick
Hands-on review
Fiscal.ai overlaps on Financials, Screeners, and News, adds Stock Comparison, Watchlist, and Investor Holdings coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Fiscal.ai adds
- Stock Comparison
- Watchlist
- Investor Holdings
- ETF Overview
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
GuruFocus
45% overlapEditor’s pick
Hands-on review
GuruFocus overlaps on Financials, Screeners, and News, adds Stock Ideas, Stock Comparison, and Investor Holdings coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
GuruFocus adds
- Stock Ideas
- Stock Comparison
- Investor Holdings
- US Government Trades
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Data Visualizations
- Risk Metrics (VaR/ES/Drawdown)
Shared platforms
Web
Shared pricing
Subscription
InsideArbitrage
45% overlapInsideArbitrage overlaps on Screeners, News, and Regulatory Filings Monitoring, adds Alerts, Calendar, and Acquisitions coverage while matching DeepVest (formerly Benjamin AI).
InsideArbitrage adds
- Alerts
- Calendar
- Acquisitions
- Spin-offs
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
Koyfin
45% overlapEditor’s pick
Hands-on review
Koyfin overlaps on Financials, Screeners, and News, adds Watchlist, ETF Screeners, and Dividends coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Koyfin adds
- Watchlist
- ETF Screeners
- Dividends
- Analyst Forecasts
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
MarketXLS
45% overlapMarketXLS overlaps on Financials, Screeners, and Risk Metrics (VaR/ES/Drawdown), adds Sheets / Excel Add-ins, Broker Connectors, and Options & Derivatives coverage while matching DeepVest (formerly Benjamin AI).
MarketXLS adds
- Sheets / Excel Add-ins
- Broker Connectors
- Options & Derivatives
- Options
DeepVest (formerly Benjamin AI) keeps to itself
- News
- Regulatory Filings Monitoring
- Quant
- Data Visualizations
Shared platforms
Web
Shared pricing
Subscription
OpenBB
45% overlapOpenBB overlaps on Financials, News, and Regulatory Filings Monitoring, adds APIs & SDKs, Sheets / Excel Add-ins, and Custom Dashboards coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
OpenBB adds
- APIs & SDKs
- Sheets / Excel Add-ins
- Custom Dashboards
- Data APIs
DeepVest (formerly Benjamin AI) keeps to itself
- Screeners
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
- Backtesting
Shared platforms
Web
Shared pricing
Subscription
Portfolio Visualizer
71% overlapHands-on review
Portfolio Visualizer overlaps on Quant, Data Visualizations, and Risk Metrics (VaR/ES/Drawdown), adds Factor Exposure and Monte Carlo coverage while matching DeepVest (formerly Benjamin AI).
Portfolio Visualizer adds
- Factor Exposure
- Monte Carlo
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- Screeners
- News
- Regulatory Filings Monitoring
Shared platforms
Web
Shared pricing
Subscription
Qfinr
63% overlapQfinr overlaps on Screeners, Quant, and Scenario & Stress Tests, adds Watchlist, ETF Screeners, and Stock Ideas coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Qfinr adds
- Watchlist
- ETF Screeners
- Stock Ideas
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- News
- Regulatory Filings Monitoring
- Data Visualizations
Shared platforms
Web
Shared pricing
Subscription
Seeking Alpha
45% overlapEditor’s pick
Hands-on review
Seeking Alpha overlaps on Financials, Screeners, and News, adds ETF Screeners, Stock Comparison, and Watchlist coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Seeking Alpha adds
- ETF Screeners
- Stock Comparison
- Watchlist
- Alerts
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
Snowball Analytics
45% overlapSnowball Analytics overlaps on Financials, Screeners, and News, adds Watchlist, Dividend, and Dividends coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Snowball Analytics adds
- Watchlist
- Dividend
- Dividends
- Calendar
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Data Visualizations
- Risk Metrics (VaR/ES/Drawdown)
Shared platforms
Web
Shared pricing
Subscription
Stock Analysis
45% overlapEditor’s pick
Hands-on review
Stock Analysis overlaps on Financials, Screeners, and News, adds Stock Ideas, ETF Screeners, and Top Analysts coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Stock Analysis adds
- Stock Ideas
- ETF Screeners
- Top Analysts
- IPO
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
Stockopedia
45% overlapEditor’s pick
Hands-on review
Stockopedia overlaps on Financials, Screeners, and News, adds Stock Ideas, Scores, and Checklist coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
Stockopedia adds
- Stock Ideas
- Scores
- Checklist
- Analyst Forecasts
DeepVest (formerly Benjamin AI) keeps to itself
- Regulatory Filings Monitoring
- Quant
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
ValueSense
45% overlapValueSense overlaps on Screeners, News, and Quant, adds Stock Ideas, Money Flow, and Watchlist coverage while matching DeepVest (formerly Benjamin AI).
Shared categories
ValueSense adds
- Stock Ideas
- Money Flow
- Watchlist
- Calendar
DeepVest (formerly Benjamin AI) keeps to itself
- Financials
- Regulatory Filings Monitoring
- Risk Metrics (VaR/ES/Drawdown)
- Scenario & Stress Tests
Shared platforms
Web
Shared pricing
Subscription
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.