Consensus vs Kavout

Tagline

AI academic search engine for peer-reviewed literature—your research OS for finding, organizing, and analyzing science 10x faster.

AI Financial Research Agents & Investing Tools for Smarter Decisions

Category

Pricing

Rating

Platforms

API

Open source

Description

Consensus is an AI academic search engine for peer-reviewed literature. Designed to act as an AI workspace for scientific research, it enables researchers, students, and clinicians to find, organize, and analyze scientific findings efficiently. It offers search across millions of scientific papers with synthesized AI summaries, natural language querying, consensus metrics on scientific topics, citation graphing, and custom citation exporting.

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

• Search 220M+ scientific papers
• Pro Search and Deep Search modes with synthesized AI answers
• Ask Paper to chat with any paper
• Consensus Meter showing scientific agreement on yes/no questions
• Study Snapshots with key findings and methodology
• Citation Graph for paper relationships
• Citation export in RIS, BibTeX, and CSV
• Collections to organize research libraries
• Consensus API integration

• 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

• Allows searching through over 220 million scientific papers.
• Features Pro Search and Deep Search modes that synthesize papers into direct AI answers.
• Allows users to directly chat with any paper via 'Ask Paper'.
• Includes a Consensus Meter showing scientific agreement on yes/no scientific questions.
• Provides Study Snapshots highlighting key findings and methodology.
• Enables exported citations in specialized formats like RIS, BibTeX, and CSV.
• Exposes an API to integrate citations and paper metadata directly into external tools.
• Available for free accessibility, allowing users to try core capabilities without immediate payment.

• 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

• No desktop software for macOS, Windows, or Linux is listed on the site.
• No native mobile apps (iOS, Android) are listed in the product description pages.
• Exact pricing details and plan figures for paid tiers are not disclosed in the text.
• Requires JavaScript and a modern web browser to run, limiting accessibility on older systems.
• The Consensus API is capped returning up to a limit of 20 papers per query.

• 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

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