---
title: Great Expectations Reviews
meta_title: 'Great Expectations Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 11 reviews by the users' company size, role or industry to
  find out how Great Expectations works for a business like yours.
aggregate_rating:
  rating_value: 4.5
  review_count: 11
  scale: '5'
date_modified: '2026-08-09'
parent_category:
  name: IT Management
  url: https://www.g2.com/categories/it-management
---


# Great Expectations Reviews
**Vendor:** Great Expectations  
**Category:** [Data Observability Software](https://www.g2.com/categories/data-observability)  
**Average Rating:** 4.5/5.0  
**Total Reviews:** 11
## About Great Expectations
We're helping data teams have confidence in their data, no matter what. GX Cloud is our end-to-end platform for managing your data quality process. It delivers the intuitive experience of a fully managed SaaS solution while harnessing the power of the world's most popular data quality framework. With GX Cloud, data teams can work quickly, collaborate effectively, and always know what to expect from their data. GX Core is our open source Python offering, and the world's most popular data quality framework. It's a powerful, flexible data quality solution that empowers data teams to communicate better and take action effectively. At its heart are Expectations: verifiable assertions about your data that create clear and expressive data quality tests.




## Great Expectations Reviews
  ### 1. Data Validation made easy!

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Online Media | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 06, 2023

**What do you like best about Great Expectations?**

Configuring the data context was rather easy using the Great Expectations CLI, you can create a Data Context directly in code. It helped at ease with the entire process.

**What do you dislike about Great Expectations?**

Not everything is that bad at all to be using the tool except a few processing issues. Git processing and git tagging is rather slow and a tedious process. The dashboard needs a revamp.

**What problems is Great Expectations solving and how is that benefiting you?**

It has helped us manage large data sets. It has also helped with huge amounts of configuration and range of data quality checks that could be written using this amazing tool.



- [View Great Expectations pricing details and edition comparison](https://www.g2.com/products/great-expectations/reviews?filters%5Bnps_score%5D%5B%5D=3&section=pricing&secure%5Bexpires_at%5D=2026-08-13+17%3A13%3A46+-0500&secure%5Bsession_id%5D=c531badb-d45d-4824-8c53-5ad831f4544e&secure%5Btoken%5D=7825c20726a0b92884d176018c406b8dbda88adf0ae96af9e23f74720e3b6ab7&format=llm_user)

## Great Expectations Features
**Functionality**
- Real-time Analytics
- Data quality monitoring
- Automation
- End to End visiblity

**Management**
- Anomaly identification
- Single pane view
- Real-time alerts
- Data lineage
- Integrations

**Generative AI**
- AI Text Generation

**Functionality**
- Identification
- Correction
- Normalization
- Preventative Cleaning
- Data Matching
- Real-Time Data

**Agentic AI - Data Observability**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Natural Language Interaction
- Proactive Assistance

**Management**
- Reporting
- Automation
- Quality Audits
- Dashboard
- Governance

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Additional Functionality**
- Metadata Management
- Collaboration Tools
- Search/Filter
- Workflow Management
- AI Copilot
- Third-Party Integrations
- Data Synchronization
- Data Import/Export
- Customizable Rules
- Master Data Management
- Monitoring
- Data Transformation
- Multiple Data Sources
- Self Service Portal
- Customer Database
- Data Verification
- Data Migration
- Multi-Language
- Single Sign On
- Duplicate Detection
- Email Address Extraction
- Reporting/Analytics
- Data Profiling
- Data Extraction
- Data Mapping
- Address Validation
- Match & Merge
- Performance Metrics
- Visual Analytics
- Version Control
- API
- Data Capture and Transfer
- Access Controls/Permissions
- Compliance Management
- Data Discovery

## Top Great Expectations Alternatives
  - [Soda](https://www.g2.com/products/soda/reviews) - 4.4/5.0 (55 reviews)
  - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (533 reviews)
  - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) - 4.4/5.0 (1,941 reviews)