Dagster VS CtrlOps
Compare Dagster VS CtrlOps, what is the difference between Dagster and CtrlOps?
You may like
Summarize
Dagster summarize
The cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.
Dagster Landing Page
CtrlOps summarize
Most devs manage servers from a spreadsheet of IPs and commands nobody remembers. CtrlOps gives you AI-powered server management without DevOps expertise. AI terminal that generates commands with your approval. Scripts library. One-click deploys from any GitHub repo. Visual file manager. Real-time server monitoring. Zero agents on servers. Deployments that took 60 minutes now take 5. 100% local. Your credentials never leave your machine. Mac. Windows. Linux.
CtrlOps Landing Page
Compare Details
Dagster details
| Categories | AI Developer Tools, AI Workflow, AI For Data Analytics, AI Productivity Tools |
| Dagster Website | https://www.dagster.io?utm_source=toolify |
| Added Time | December 12 2025 |
| Dagster Pricing | -- |
CtrlOps details
| Categories | AI Developer Tools, AI Assistant, AI Copilot |
| CtrlOps Website | https://ctrlops.io?utm_source=toolify |
| Added Time | May 26 2026 |
| CtrlOps Pricing | -- |
Comparison of usage
How to use Dagster?
To use Dagster, you can get started with a free 30-day trial or book a demo. The platform allows you to develop and test pipelines, monitor data quality, track complete data lineage, and leverage metadata and source observability. It supports testing code in any development stage locally, enabling automatic deployment to staging environments and confident shipping of data and AI products faster.
How to use CtrlOps?
Download and install the CtrlOps desktop app for your operating system (Mac, Windows, or Linux). Connect to your Linux servers directly over standard SSH by providing your server IP and credentials. Use the AI terminal to describe what you need in plain English, approve the generated bash commands, and manage your infrastructure via the built-in file manager, deployment pipelines, and live monitoring dashboard.
Compare Pros between Dagster and CtrlOps
Core features of Dagster
- Data Orchestration
- Integrated Lineage and Observability
- Asset-based Orchestration
- Best-in-class Testability (local testing, branch deployments)
- Data Catalog & Quality
- Cost Tracking and Insights
Core features of CtrlOps
- AI-powered terminal for natural language to bash command generation and error diagnosis
- 100% local-first privacy where SSH keys and credentials never leave your machine
- Agentless architecture that communicates over standard SSH without installing server software
- One-click deployments from GitHub repositories with rollback support
- Visual file manager supporting drag-and-drop uploads and downloads with unzip functionality
- Real-time server monitoring for CPU, memory, disk, and network telemetry
- Multi-server fleet management from a single desktop application
Compare Use Cases
Use cases for Dagster
- ETL/ELT Pipelines
- AI & Machine Learning Workflows
- Data Modernization
- Building Data Products
- Building Trustworthy AI Analytics
Use cases for CtrlOps
- Replacing multiple disconnected tools like PuTTY and WinSCP with a single consolidated app
- Troubleshooting server configurations and application crashes using plain English AI analysis
- Deploying applications directly from GitHub to remote Linux VPS hosts in under 30 seconds
- Managing sensitive production servers without uploading cloud keys or exposing infrastructure to a third-party cloud bridge
Different Plan between Dagster and CtrlOps
Dagster
$10 per month
Perfect for personal projects and building simple pipelines. Includes 7.5k credits/month, 1 User, 1 Code location, 1 Deployment, 30-day free trial.
$100 per month
For production pipelines that scale, with role-based access control and catalog search. Includes 30k credits/month, Up to 3 Users, 5 Code locations, 1 Deployment, Catalog Search, 30-day free trial.
Contact Sales
For building and scaling large-scale data platforms. Includes Unlimited code locations, Unlimited deployments, Cost Tracking and Insights, Personalized Onboarding Support, Private Slack channel, Uptime SLAs, Custom Security Questionnaires.
CtrlOps
$7 / month
Includes unlimited server connections, AI Terminal, Advanced File Manager, Multi-Server Fleet Management, One-click Deployments, Simplified User Registry, and standard email support.
$70 / year
Includes everything in Monthly, plus an annual discount (~17% off / only $6/month), priority email support, early access to new features, and extended license support.
Coming Soon
Designed for teams and organizations. Includes everything in Pro, plus a dedicated account manager, SLA guarantee (99.9% uptime), custom integrations & API, SSO / team provisioning, on-prem deployment option, and volume licensing.
Dagster's traffic
Dagster is the one with 161.9K monthly visits and 00:01:04 Avg.visit duration. Dagster has a Page per visit of 2.01 and a bounce rate of 45.16%.
Visit Over Time
| Monthly Visits | 161.9K |
| Avg·visit Duration | 00:01:04 |
| Page per Visit | 2.01 |
| Bounce Rate | 45.16% |
CtrlOps's traffic
CtrlOps is the one with 12.8K monthly visits and 00:00:07 Avg.visit duration. CtrlOps has a Page per visit of 1.32 and a bounce rate of 47.65%.
Visit Over Time
| Monthly Visits | 12.8K |
| Avg·visit Duration | 00:00:07 |
| Page per Visit | 1.32 |
| Bounce Rate | 47.65% |
Geography
The top 5 countries/regions for Dagster are:United States 15.85%, China 11.86%, Netherlands 5.50%, Norway 4.76%, Vietnam 4.74%
Top 5 Countries/regions
 | 15.85% |
 | 11.86% |
 | 5.50% |
 | 4.76% |
 | 4.74% |
Geography
The top 5 countries/regions for CtrlOps are:India 32.12%, United States 24.93%, Vietnam 14.09%, Indonesia 10.68%, Germany 8.56%
Top 5 Countries/regions
 | 32.12% |
| 24.93% |
| 14.09% |
 | 10.68% |
 | 8.56% |
Traffic Sources
The 6 main sources of traffic to Dagster are:vs_sourcesSearchOrganic 48.96%, Direct 22.93%, Referrals 10.66%, vs_sourcesSearchPaid 7.28%, vs_sourcesSocialOrganic 6.02%, vs_sourcesGenAi 2.26%, Mail 1.11%, vs_sourcesDisplayAds 0.53%, vs_sourcesSocialPaid 0.24%, vs_sourcesAffiliate 0.00%
vs_sourcesSearchOrganic | 48.96% |
Direct | 22.93% |
Referrals | 10.66% |
vs_sourcesSearchPaid | 7.28% |
vs_sourcesSocialOrganic | 6.02% |
vs_sourcesGenAi | 2.26% |
Mail | 1.11% |
vs_sourcesDisplayAds | 0.53% |
vs_sourcesSocialPaid | 0.24% |
vs_sourcesAffiliate | 0.00% |
Traffic Sources
The 6 main sources of traffic to CtrlOps are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
Mail | 0 |
vs_sourcesGenAi | 0 |
Direct | 0 |
vs_sourcesAffiliate | 0 |
Referrals | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
Which is better: Dagster or CtrlOps?
Dagster might be a bit more popular than CtrlOps.As you can see, Dagster has 161.9K monthly visits, while CtrlOps has 12.8K monthly visits. So more people choose Dagster. So the odds are that people will recommend Dagster more on social platforms.
Dagster has an Avg.visit duration of 00:01:04, while CtrlOps has an Avg.visit duration of 00:00:07. Also, Dagster has a page per visit of 2.01 and a Bounce Rate of 45.16%. CtrlOps has a page per visit of 1.32 and a Bounce Rate of 47.65%.
The main users of Dagster are United States, China, Netherlands, Norway, Vietnam, with the following distribution: 15.85%, 11.86%, 5.50%, 4.76%, 4.74%.
The main users of CtrlOps are India, United States, Vietnam, Indonesia, Germany, with the following distribution: 32.12%, 24.93%, 14.09%, 10.68%, 8.56%.
See other comparisons
Featured*
