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Strata vs Equibles

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

Strata compared with Equibles
DetailStrata logo StrataEquibles logo Equibles
What it doesHigh-performance, AI-safe self-service analytics with a governed semantic layer and beautiful dashboards Stock research on primary sources with an AI analyst that cites every figure
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingFree: 1 Developer, 25 Users, 2 data sources per project. Team: 3 Developers, 50 Users, unlimited data sources per project. Enterprise: Custom developers and users. Free plan includes email support (3-day response), Team adds 24-hour response aim, Enterprise includes custom support. Free: 100 API requests/day, ALVIS access, SEC filings and earnings intelligence. Plus: $9.99/month with 100 ALVIS credits weekly, 10,000 API requests/day, delayed stock prices and indicative option quotes. Pro: $19.99 first month, then $49.99/month with 1000 ALVIS credits weekly, real-time stock and
Key features
  • Beautiful-by-default dashboards with automatic layout and styling
  • Grain-safe automatic cross-domain blending that prevents double-counting
  • Federated smart OLAP routing for sub-second query response
  • Five measure types plus segments for flexible metrics
  • Agent builder with inherited row-level security
  • Row-level security and masking in the semantic model
  • Google Sheets add-on for data delivery
  • Scheduled reports and subscriptions
  • Semantic Layer as Code with YAML configuration
  • Dynamic Universes for open data model exploration
  • SEC filings full-text and semantic search
  • Earnings-call transcripts with speaker attribution and audio
  • 13F institutional holdings tracked over time
  • ALVIS AI analyst with source citations
  • MCP server and REST API integration
  • AI stock screener with plain English queries
  • Supply chain tracking including private companies
  • Pro Trackers: turn websites into verified datasets
  • International listings for European, Chinese and Hong Kong stocks
  • Index rebalancing forecasts and probabilities
What makes it different
  • Correctness by construction with grain-safe joins that refuse invalid combinations
  • Agent-native architecture where agents query the same semantic layer as humans
  • Federated OLAP routing for sub-second performance without warehouse overload
  • Open source semantic query engine (0sql) available under MIT license
  • Built at Netflix for enterprise-scale analytics
  • Every extracted figure cites its source filing
  • Primary-source data parsed from original filings, never third-party estimates
  • Open-source foundation with publicly available code
  • Data available through CSV exports for Excel and Google Sheets
Community votes00
DR (Domain Rating by Ahrefs)10 −1 (down) since last check29 +1 (up) since last check
Trust Flow (Majestic)68
Citation Flow (Majestic)3433
Referring domains (Majestic)116165

5 details filled in for both companies.

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