DeepVest (formerly Benjamin AI) adds News, Regulatory Filings Monitoring, Quant, Risk Metrics (VaR/ES/Drawdown), Scenario & Stress Tests, Backtesting, and Correlation coverage that Fiscal.ai skips.
VOL. XCIV, NO. 247
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Sunday, October 19, 2025
Head-to-head
DeepVest (formerly Benjamin AI) vs Fiscal.ai comparison
Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.
Quick takeaways
Fiscal.ai includes Stock Comparison, Watchlist, Alerts, Calendar, Dividends, Splits, Transcripts, ETF Overview, ETF Holdings, ETF Performance, Analyst Forecasts, Analyst Recommendations, Analyst Price Targets, Insider Data, Institutional Data, 13F, Valuation Models, and Data APIs categories that DeepVest (formerly Benjamin AI) omits.
DeepVest (formerly Benjamin AI) highlights: Multi‑asset analysis across equities, ETFs, crypto, FX and commodities., Strategy backtesting plus event backtesting around specific announcements., and Portfolio optimization (mean‑variance, risk parity, hierarchical) and risk metrics (drawdown, beta, correlation)..
Fiscal.ai is known for: Global market coverage for more than 100,000 stocks, ETFs, and funds., Detailed company fundamentals including segments and KPIs for over 2,000 firms, with historical depth expanding by plan tier., and AI Copilot and automated summaries to speed up research; monthly prompt allowances scale with subscription level, with custom summaries on higher tiers..
Fiscal.ai keeps a free entry point that DeepVest (formerly Benjamin AI) lacks.
Fiscal.ai offers mobile access, which DeepVest (formerly Benjamin AI) skips.
DeepVest (formerly Benjamin AI)
deepvest.ai
AI‑powered investment assistant with agent orchestration. Pro focuses on multi‑asset research, strategy/event backtesting, portfolio optimization & risk analysis, factor/ETF studies, macro relationships, SEC filing analysis, and real‑time news/data search. Premium adds compliance traceability and large historical download quotas; Enterprise offers custom data sources, function tool‑calling, and integrations.
Categories
Platforms
Web
Pricing
Subscription
Quick highlights
- Multi‑asset analysis across equities, ETFs, crypto, FX and commodities.
- Strategy backtesting plus event backtesting around specific announcements.
- Portfolio optimization (mean‑variance, risk parity, hierarchical) and risk metrics (drawdown, beta, correlation).
- Advanced stock screening and financial statement breakdowns.
- Macro analysis (cross‑asset/indicator relationships) and scenario analysis (e.g., rate shocks).
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Fiscal.ai
fiscal.ai
Editor’s pick Hands-on review
A global equities and funds data platform enhanced with AI-driven summaries and Copilot tools. Features range from screeners and dashboards to analyst estimates, ownership datasets, and filings. Plans are gated by data history, AI prompt limits, event counts, and export access. Enterprise unlocks click-through auditability into source filings and U.S. as-reported views, with exports rolling out internationally. The API provides fundamentals, KPIs, and delayed pricing. SOC 2 Type II certified with a public status page.
Categories
Platforms
Web
Mobile
API
Pricing
Free
Subscription
Quick highlights
- Global market coverage for more than 100,000 stocks, ETFs, and funds.
- Detailed company fundamentals including segments and KPIs for over 2,000 firms, with historical depth expanding by plan tier.
- AI Copilot and automated summaries to speed up research; monthly prompt allowances scale with subscription level, with custom summaries on higher tiers.
- Analyst data including forward estimates, revisions, price targets, and ratings.
- Investor-relations coverage with earnings call audio, transcripts, slide decks, filings, and corporate events, with higher tiers removing event caps.
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Overlap
Shared focus areas
4 overlapsMutual strengths include Financials, Screeners, and Data Visualizations plus 1 more area.
Where they differ
DeepVest (formerly Benjamin AI)
Distinct strengths include:
News
Regulatory Filings Monitoring
Quant
Risk Metrics (VaR/ES/Drawdown)
Scenario & Stress Tests
Backtesting
Correlation
- Multi‑asset analysis across equities, ETFs, crypto, FX and commodities.
- Strategy backtesting plus event backtesting around specific announcements.
- Portfolio optimization (mean‑variance, risk parity, hierarchical) and risk metrics (drawdown, beta, correlation).
- Advanced stock screening and financial statement breakdowns.
Fiscal.ai
Distinct strengths include:
- Global market coverage for more than 100,000 stocks, ETFs, and funds.
- Detailed company fundamentals including segments and KPIs for over 2,000 firms, with historical depth expanding by plan tier.
- AI Copilot and automated summaries to speed up research; monthly prompt allowances scale with subscription level, with custom summaries on higher tiers.
- Analyst data including forward estimates, revisions, price targets, and ratings.
Feature-by-feature breakdown
| Attribute | DeepVest (formerly Benjamin AI) | Fiscal.ai |
|---|---|---|
Categories Which research workflows each platform targets | Shared: Financials, Screeners, Data Visualizations, Portfolio Unique: News, Regulatory Filings Monitoring, Quant, Risk Metrics (VaR/ES/Drawdown), Scenario & Stress Tests, Backtesting, Correlation | Shared: Financials, Screeners, Data Visualizations, Portfolio Unique: Stock Comparison, Watchlist, Alerts, Calendar, Dividends, Splits, Transcripts, ETF Overview, ETF Holdings, ETF Performance, Analyst Forecasts, Analyst Recommendations, Analyst Price Targets, Insider Data, Institutional Data, 13F, Valuation Models, Data APIs |
Asset types Supported asset classes and universes | Stocks, ETFs, Commodities, Currencies, Cryptos | Stocks, ETFs, Mutual Funds |
Experience levels Who each product is built for | Beginner, Intermediate, Advanced | Beginner, Intermediate, Advanced |
Platforms Where you can access the product | Web | Web, Mobile, API |
Pricing High-level pricing models | Subscription | Free, Subscription |
Key features Core capabilities called out by each vendor | Unique
| Unique
|
Tested Verified by hands-on testing inside Find My Moat | Not yet | Yes |
Editor pick Featured inside curated shortlists | Standard listing | Highlighted |
Frequently Asked Questions
Which workflows do DeepVest (formerly Benjamin AI) and Fiscal.ai both support?
Both platforms cover Financials, Screeners, Data Visualizations, and Portfolio workflows, so you can research those use cases in either tool before digging into the feature differences below.
Which tool offers a free plan?
Fiscal.ai offers a free entry point, while DeepVest (formerly Benjamin AI) requires a paid subscription. Review the pricing table to see how the paid tiers compare.
Which tool has mobile access?
Fiscal.ai ships a dedicated mobile experience, while DeepVest (formerly Benjamin AI) focuses on web or desktop access.
What unique strengths set the two platforms apart?
DeepVest (formerly Benjamin AI) differentiates itself with Multi‑asset analysis across equities, ETFs, crypto, FX and commodities., Strategy backtesting plus event backtesting around specific announcements., and Portfolio optimization (mean‑variance, risk parity, hierarchical) and risk metrics (drawdown, beta, correlation)., whereas Fiscal.ai stands out for Global market coverage for more than 100,000 stocks, ETFs, and funds., Detailed company fundamentals including segments and KPIs for over 2,000 firms, with historical depth expanding by plan tier., and AI Copilot and automated summaries to speed up research; monthly prompt allowances scale with subscription level, with custom summaries on higher tiers..
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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.