Litmaps vs Kavout

Tagline

Discover important scientific papers faster and transform your literature review with dynamic visualizations.

AI Financial Research Agents & Investing Tools for Smarter Decisions

Category

Pricing

Rating

Platforms

API

Open source

Description

Litmaps is a literature discovery and management assistant designed to accelerate the literature review process. By utilizing dynamic visualizations, custom filters, and automated updates, Litmaps helps students, researchers, and professional teams find key papers, spot research gaps, and collaborate efficiently.

Kavout is an AI-powered financial research platform offering tools like InvestGPT, Smart Money Tracker, AI Stock Picker, and Smart Signals. It enables global stock, ETF, crypto, and forex analysis across 30+ markets using deep AI research and institutional-grade financial, growth, quality, and momentum factor data.

Key features

• Sync with your Zotero account
• Dynamic literature visualization maps
• Custom search filters
• Automatic alerts on relevant research
• Classroom management license
• Collaboration tools for research teams
• Search and discovery algorithms

• InvestGPT AI Assistant
• Smart Money Tracker
• AI Stock Picker
• Smart Signals
• Factor Portfolio Builder & Analysis
• Portfolio Optimization
• Guru Portfolios
• Premium SignalDB API/CSV delivery
• Piotroski F-Score
• Idiosyncratic Momentum analysis
• G-Score Growth factor metrics

Pros

• Accelerates the literature review process to find papers faster.
• Provides custom filters to easily search and find articles.
• Supports syncing directly with your Zotero account.
• Uses dynamic visualizations to map and understand scientific research.
• Sends automatic alerts on relevant new research in your field.
• Fosters collaboration by letting research teams work together on maps.
• Offers specialized classroom licenses to easily manage students and class projects.
• Provides educational discounts for students and institutions.
• Helps researchers spot research gaps fast.

• Offers a completely free tier with core investing tools and basic database access.
• Provides robust AI research agents including InvestGPT, Smart Money Tracker, and AI Stock Picker.
• Analyzes over 11,000+ stocks, ETFs, and crypto assets globally.
• Supports translation and answers in multiple native languages, including English, Chinese, French, and Spanish.
• Covers more than 30 global markets, extending beyond standard US equities.
• Integrates time-tested strategies like Greenblatt, Lynch, and Piotroski enhanced by factor analysis.
• Enables users to follow insider, Congressional, and billionaire investor moves via Smart Money Tracking.
• Provides extensive historical factor performance data dating back to 2003.
• Supports daily delivery frequencies through API and CSV formats for professional factor database integration.

Cons

• Specific pricing plans and exact costs are not directly disclosed on the pricing page.
• No dedicated mobile applications (iOS or Android) are listed on the website.
• No public API or developer documentation is referenced.
• No detailed security or compliance certifications (such as SOC2 or ISO) are specified.
• The exact terms and limitations of the free tier, if any, are not detailed in the provided pages.
• The platform requires cookie acceptance for the assumed best user experience.

• Free plan is restricted to US Stocks, ETFs, Crypto, and Forex with limited financial metrics and agent trial access.
• Specific factor datasets, such as the Value or Quality Factors, require additional individual payments starting at $39/month.
• No mobile apps (iOS or Android) are explicitly listed as supported platforms on the website.
• There is no explicit mention of SOC2, ISO, or alternative security and compliance certifications.
• Factor coverage for US stocks is limited to approximately 4800+ stocks depending on the factor class.
• No directly integrated trading executing/brokerage services are specified on the platform.

Pricing plans

• FreeUSD0
  • • Basic Search
  • • Up to 20 inputs
• ProUSD10/month
  • • Weekly / configurable
  • • Advanced Search
  • • Unlimited inputs
  • • Unlimited articles and Unlimited Litmaps
• TeamUSD10/month
  • • Team-wide (unlimited)
  • • Daily / Configurable
  • • Basic + Advanced
  • • Unlimited inputs, articles, and Litmaps
• Litmaps Enterprise—
  • • Litmaps Enterprise

Website