--- title: Dagster Reviews meta_title: 'Dagster Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Dagster works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 2 scale: '5' date_modified: '2026-07-13' parent_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Dagster Reviews **Vendor:** Dagster Labs **Category:** [Workload Automation Software](https://www.g2.com/categories/workload-automation) **Average Rating:** 4.5/5.0 **Total Reviews:** 2 ## About Dagster Ship data pipelines with extraordinary velocity. Dagster is the cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability. ## Dagster Pros & Cons **What users like:** - Users value the **robust analytics** in Dagster, enhancing reliability and transparency in data orchestration pipelines. (2 reviews) - Users find Dagster to be **easy to use** , enhancing their data orchestration experience with reliability and transparency. (2 reviews) - Users value the **asset-centric approach** of Dagster, enhancing the reliability and transparency of data orchestration. (2 reviews) - Users value the **flexibility** of Dagster, making it suitable for various data engineering use cases with ease. (2 reviews) - Users praise Dagster for its **sophisticated and modern capabilities** , making it suitable for diverse data engineering use-cases. (1 reviews) - Documentation Quality (1 reviews) - Easy Integrations (1 reviews) - Easy Setup (1 reviews) - Users commend Dagster for its **efficiency** , seamlessly handling various data engineering use-cases with sophistication. (1 reviews) - Integrations (1 reviews) **What users dislike:** - Users face a **steep learning curve** with Dagster, making initial adoption and understanding quite challenging. (2 reviews) - Users find the **steep learning curve** of Dagster challenging, hindering smooth adoption for new users. (2 reviews) - Users find Dagster's **steep learning curve** and complex setup challenging, affecting adoption and usability for smaller teams. (2 reviews) - Users find Dagster's **steep learning curve** challenging, making initial adoption difficult for new users. (2 reviews) - Users find Dagster's **complex setup** challenging, hindering adoption and making it less suitable for smaller teams. (1 reviews) - Complex Usability (1 reviews) - Difficult Learning Curve (1 reviews) - Difficult Setup (1 reviews) - Expensive (1 reviews) - Limitations (1 reviews) ## Dagster Reviews ### 1. Dagster: Review **Rating:** 4.0/5.0 stars **Reviewed by:** Aarsh B. | Technical officer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 13, 2026 **What do you like best about Dagster?** Dagster stands out for its asset‑centric approach to data orchestration, treating data as first‑class assets rather than just tasks. This makes pipelines more reliable, transparent, and easier to monitor. Users appreciate its strong integrations with modern data tools (like dbt, Snowflake, and Databricks), built‑in observability and monitoring, and a developer‑friendly design that emphasizes testability and maintainability. Its scalability across small and enterprise workflows ensures long‑term relevance, while the clear abstractions reduce complexity compared to older orchestrators. **What do you dislike about Dagster?** Dagster’s main drawbacks are its steep learning curve, evolving ecosystem, and complex setup, which can make adoption challenging. Documentation gaps and performance tuning needs further add to the hurdles, making it less ideal for smaller teams seeking simplicity and cost‑effectiveness. **What problems is Dagster solving and how is that benefiting you?** agster solves the problem of scattered, unreliable data pipelines by introducing asset‑centric orchestration, clear lineage tracking, and strong observability. This reduces complexity, improves reliability, and makes collaboration easier. The benefit is faster, more trustworthy insights with less manual effort, empowering teams to scale analytics and AI workflows confidently. ### 2. Much more advanced and modern alternative to Apache Airflow **Rating:** 5.0/5.0 stars **Reviewed by:** Kelvin Ngoc Nguyen L. | Staff Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 19, 2025 **What do you like best about Dagster?** The tool is very sophisticated, modern and suitable for almost all use-cases of data engineering. **What do you dislike about Dagster?** The learning curve at the beginning can be steep. **What problems is Dagster solving and how is that benefiting you?** Full automation of data extraction, load and transform. - [View Dagster pricing details and edition comparison](https://www.g2.com/products/dagster/reviews?source=search§ion=pricing&secure%5Bexpires_at%5D=2026-07-15+09%3A24%3A31+-0500&secure%5Bsession_id%5D=88b9e75b-f5af-44e4-a144-5b3781ee35d1&secure%5Btoken%5D=f081d0dddf1c8e402e8d55c53e2a224d9a99e1360a64e3f0d9698b3a439717f5&format=llm_user) ## Dagster Features **Automation** - Workload Processing - Scalability - Intelligent Automation **Management** - Reporting - Auditing **Functionality** - Deployment-Ready Staging - Integration - Extensible **Functionality** - Integrations - Extensibility - Test Customization **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Workflow Design & Integration - AI Orchestration** - Dependency Management - Workflow Coordination - Multi-Provider API Connectivity - Multi-Step Workflow Creation - Enterprise System Integration - Real-Time Data Pipelines **Administration** - Administration Console - Workflow Management - IT Issue Identification - Proactive Workflow - Error Alerts - Service Management **Functionality** - Extraction - Transformation - Loading - Automation - Scalability **Management** - Processes and Workflow - Reporting - Automation **Management** - Automation - Processes and Workflow - Reporting **Analytics** - Analytics capabilities - Dasboard visualizations **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Performance Optimization & Analytics - AI Orchestration** - Workflow Performance Dashboards - Workflow Reporting - Resource Utilization Monitoring - Computational Resource Management - Dynamic Scaling - Component Monitoring **Functionality** - Job Scheduling - API / Integrations - Integrations **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation **Agentic AI - Continuous Integration** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Continuous Delivery** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Governance & Compliance Controls - AI Orchestration** - Regulatory Compliance - Governance Policy Enforcement - Role-Based Access Control - Audit Trail Management - Security Protocols **Functionality** - Identification - Correction - Normalization - Preventative Cleaning - Data Matching **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Agentic AI - Data Observability** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Natural Language Interaction - Proactive Assistance **Agentic AI - Workload Automation** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Management** - Reporting - Automation - Quality Audits - Dashboard - Governance **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization ## Top Dagster Alternatives - [Workato](https://www.g2.com/products/workato/reviews) - 4.7/5.0 (748 reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (527 reviews) - [GitHub](https://www.g2.com/products/github/reviews) - 4.7/5.0 (2,312 reviews)