Equals
Equals is a next-generation spreadsheet that connects directly to your live data sources, allowing you to build automated reports and models without manual CSV exports or complex SQL knowledge.
Stardog
Stardog is a data platform that uses a reusable knowledge graph to help you unify and query fragmented data across your entire organization without moving it from existing systems.
Quick Comparison
| Feature | Equals | Stardog |
|---|---|---|
| Website | equals.com | stardog.com |
| Pricing Model | Subscription | Freemium |
| Starting Price | $39/month | Free |
| FREE Trial | ✓ 14 days free trial | ✓ 30 days free trial |
| Free Plan | ✘ No free plan | ✓ Has free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 2021 | 2006 |
| Headquarters | New York, USA | Arlington, USA |
Overview
Equals
Equals is a modern spreadsheet designed to replace the manual work of downloading CSVs and updating stale models. You can connect it directly to your databases, warehouses, and SaaS tools like Stripe, Salesforce, or HubSpot. This allows you to pull live data into a familiar Excel-like interface where you can perform analysis using the formulas and shortcuts you already know.
You can automate your entire reporting workflow by scheduling data refreshes and sending automated updates to Slack or email. It bridges the gap between technical data tools and traditional spreadsheets, making it easier for finance, operations, and growth teams to maintain a single source of truth. Whether you are building a real-time executive dashboard or a complex financial model, you can do it all within a collaborative, cloud-based environment.
Stardog
Stardog helps you break down data silos by creating a flexible knowledge graph layer over your existing infrastructure. Instead of moving data into a central warehouse, you can leave it where it lives—in SQL databases, NoSQL stores, or cloud apps—and query it as a single, unified source. This approach allows you to see relationships between data points that traditional systems often miss.
You can use the platform to power complex data discovery, fraud detection, and enterprise-wide search. It uses a semantic layer to ensure your data remains consistent and understandable across different teams. By automating the mapping of disparate data sources, you reduce the time spent on manual data preparation and can focus on gaining actual insights from your information.
Overview
Equals Features
- Live Data Connectors Connect directly to your database or CRM to pull live data into your spreadsheet without ever downloading a CSV again.
- SQL Editor Write SQL queries directly within your spreadsheet cells to pull specific datasets or use the visual query builder if you prefer.
- Automated Reporting Schedule your data to refresh automatically and send recurring snapshots of your work to Slack, email, or slide decks.
- Formula Compatibility Use all the standard Excel and Google Sheets formulas you already know so there is no new syntax to learn.
- Version Control Track every change made to your models and revert to previous versions easily, ensuring your data remains accurate and auditable.
- Command Palette Navigate your entire workbook and execute complex actions quickly using keyboard shortcuts designed for power users and analysts.
Stardog Features
- Virtual Graph. Query your data where it lives in real-time without the need for expensive and time-consuming data movement or ETL processes.
- Semantic Search. Find exactly what you need by searching for concepts and relationships rather than just matching keywords in a database.
- Inference Engine. Discover hidden relationships in your data automatically using built-in logic and reasoning that identifies connections you didn't explicitly define.
- Data Quality Validation. Ensure your information is accurate and consistent by applying constraints and rules across all your connected data sources simultaneously.
- Stardog Explorer. Browse and visualize your knowledge graph through an intuitive interface that lets you navigate complex data relationships without writing code.
- Stardog Designer. Create and manage your data models visually with a drag-and-drop tool that simplifies the process of building a knowledge graph.
Pricing Comparison
Equals Pricing
- 1 Editor seat
- Unlimited Viewers
- Unlimited data connections
- Scheduled data refreshes
- Slack & Email integrations
- Standard support
- Everything in Personal, plus:
- Up to 5 Editor seats
- Shared team folders
- Advanced SQL console
- Priority support
- Custom branding for reports
Stardog Pricing
- Single user access
- Up to 5 million triples
- Community support access
- Stardog Designer access
- Stardog Explorer access
- Everything in Free, plus:
- Up to 20 million triples
- Email support
- Production license
- Advanced security features
Pros & Cons
Equals
Pros
- Eliminates manual CSV exports and data cleaning
- Familiar spreadsheet interface requires zero retraining
- Direct database connections are reliable and fast
- Automated Slack updates keep teams informed effortlessly
Cons
- Higher starting price than basic spreadsheets
- Requires some SQL knowledge for complex queries
- Mobile experience is limited compared to desktop
Stardog
Pros
- Eliminates the need for complex ETL pipelines
- Powerful reasoning engine discovers hidden data connections
- Flexible schema makes it easy to update models
- Excellent visualization tools for non-technical users
Cons
- Significant learning curve for SPARQL and modeling
- Performance can lag with extremely large datasets
- Documentation can be difficult to navigate sometimes