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EquiReason vs Taleshape™

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

EquiReason compared with Taleshape™
DetailEquiReason logo EquiReasonTaleshape™ logo Taleshape™
What it doesEquity Research & Market Intelligence Open source, SQL-first data dashboards, reports and customer-facing analytics
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingFree: $0 forever. Analyst: $49/month. Research Pro: $89/month. Teams & Data: Custom contract pricing. Annual billing offers two months free. Seven-day free trial of Research Pro available with no card required. Free self-managed open source version available. Managed plans: Standard (cloud-only), Pro (cloud or self-hosted), and Enterprise (self-hosted infrastructure). All paid plans include 30-day money-back guarantee. Hardware specs for Standard: 2 vCPUs, 4GB RAM, 40GB SSD, 10TB Traffic. Pro: 4 vCPUs, 16G
Key features
  • Reads and analyzes SEC filings (10-K, 10-Q, 8-K)
  • Maps market events to affected companies via economic mechanisms
  • Tracks 13F institutional holdings and insider Form 4 trades
  • Provides verdict scores with reasoning and counter-thesis
  • Earnings quality assessment and quarterly comparison
  • Valuation analysis against peers and sector ranking
  • Market-wide opportunity list and forming-theme radar
  • Customizable watchlists with alerts on verdict changes
  • Market-wide screening on insider activity, 13F flow and short interest
  • iPhone app with synchronized research access
  • SQL-driven dashboards with Git version control
  • Embedded analytics with row-level security
  • Automated PDF and PNG report generation
  • Multi-source querying with DuckDB
  • React and JavaScript SDKs
  • Single-Sign-On with JWT, OIDC or proxy header auth
  • Slack and Teams notifications
  • REST API for automated exports
  • Full CSS white-labeling
  • MCP server integration with LLMs
What makes it different
  • Evidence-backed verdicts: every conclusion traces from market data through economic mechanisms to audited company fundamentals
  • Continuous filing analysis: 77,956 SEC filings read and mapped, recomputed same-day when new filings arrive
  • Timestamped decisions measured forward: verdicts are stamped when made, tracked at 1, 5 and 20 days to build earned track record
  • One research workflow, not disconnected scores: market events stay connected from headline through mechanism to company fundamentals
  • Every company searchable on all plans: no index restriction; plans differ only by depth of evidence, not which companies are visible
  • Build analytics in hours, not months with SQL-first approach
  • Zero vendor lock-in with fully open source architecture
  • Complete data sovereignty - data never leaves your infrastructure
  • Audit trail with every change verifiable in Git
Community votes00
DR (Domain Rating by Ahrefs)3 +1 (up) since last check38 no change since last check
Trust Flow (Majestic)05
Citation Flow (Majestic)027
Referring domains (Majestic)0120

5 details filled in for both companies.

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