Astro by Astronomer vs Tidal by Redwood comparison

Astronomer and Tidal Software by Redwood are both solutions in the Workload Automation category. Astronomer is ranked #5 with an average rating of 8.2, while Tidal Software by Redwood is ranked #20. Astronomer holds a 1.4% mindshare in WA, compared to Tidal Software by Redwood’s 3.5% mindshare. Additionally, 100% of Astronomer users are willing to recommend the solution, compared to 97% of Tidal Software by Redwood users who would recommend it.

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Executive SummaryUpdated on Jan 18, 2026

Tidal by Redwood and Astro by Astronomer are competing in the tech space, focusing on workflow automation and data orchestration solutions. Based on our data comparison, Astro has the upper hand with a superior feature set and perceived value.

Features: Tidal offers intuitive workflow automation, robust integration options, and efficient data handling. Astro provides cutting-edge data orchestration, seamless scalability, and advanced analytical capabilities. Astro's features cater to more complex needs.

Ease of Deployment and Customer Service: Tidal provides a straightforward deployment model and rapid implementation with responsive customer support for quick resolutions. Astro offers a tailored deployment process with extensive support, enhancing customer satisfaction. Tidal's deployment is faster, but Astro's personalized approach adds value.

Pricing and ROI: Tidal offers competitive pricing with a favorable ROI due to lower setup costs. Astro has a higher initial cost but offers substantial long-term ROI through its feature-rich product. Despite Tidal's cost-effectiveness, Astro's potential ROI through enhanced capabilities is considerable.

To learn more, read our detailed Astro by Astronomer vs. Tidal by Redwood Report (Updated: August 2026).

Buyer's Guide

Astro by Astronomer vs. Tidal by Redwood

August 2026

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

JAMS

Mindshare comparison

As of August 2026, in the Workload Automation category, the mindshare of JAMS is 3.1%, up from 1.9% compared to the previous year. The mindshare of Astro by Astronomer is 1.4%, up from 0.9% compared to the previous year. The mindshare of Tidal by Redwood is 3.5%, down from 4.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Workload Automation Mindshare Distribution
Product	Mindshare (%)
JAMS	3.1%
Astro by Astronomer	1.4%
Tidal by Redwood	3.5%
Other	92.0%

Workload Automation

Featured Reviews

Latha Viswanathan

Principal Data Base And Infrastructure Engineer at a outsourcing company with 501-1,000 employees

Automation has replaced nightly monitoring and delivers reliable, unified job scheduling

We have really enjoyed working with JAMS in terms of notifications, alerts, and streamlining. There used to be a process with Automate, which is another product from Fortra, but even before that, the other division of the company that we were merging with had a tool that was built in-house called a file handler or file distributor. It was an in-house developed tool, but it was not as streamlined or as efficient as JAMS is. We literally had to have a dedicated nighttime person monitoring. Although we are 24/7, the divisions of the company that we were using JAMS for have been small scale. While we have automated it, we have streamlined it in such a way that notifications go out and alerts go out, but if there is anything, then we get paged and alerted, and if anything needs to happen at midnight, we can wake up. On the other hand, with the tool I mentioned, the file handler and distributor, we used to have a dedicated nighttime person that had to be sitting and monitoring it to see when a file arrived, whether it met the conditions, and then execute the next particular job. By using JAMS, we have gained a lot more efficiencies in terms of all of those to streamline it, and there is no necessary need for having an overnight engineer just keeping an eye on all of this.

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Fsiddiquee Sudeki

Data Platform Engineer at Babbel

Unified orchestration has reduced costs and improves governance for complex data workflows

I would say it would be much more helpful if Astro by Astronomer can provide an MCP to use and integrate with Astro by Astronomer and their AI agent Auto, so that we can use our tools like Claude, Code, or Cursor to have a central location where we integrate that MCP in Databricks via the AI gateway, and then we can have a place where we can connect to Astro by Astronomer, Databricks, other tools such as Jira and DataDog, and then have a much more comprehensive analysis and overview and monitoring of the entire data ecosystem. Having an MCP integration would tremendously help us to have a more comprehensive data platform that is more AI-ready. That is one of the features that I can think of. Another thought would be having an integration with Kubernetes instead of just scheduling everything on Astro by Astronomer workers. That would be helpful. One thing I can think of is that the Astro by Astronomer local developer environment can be improved further, but perhaps that is a very niche use case that I have in mind, and it may not be useful for others. There is room for improvement around having an improved UI and also integration with other tools. On governance, I would say we can have a more granular level of governance even inside workspaces. Having much more granular control over people belonging to the same team in Astro by Astronomer could have different access to different DAGs, depending upon our tagging strategy. That is one of the areas I can suggest in terms of improvement. The AI capabilities can be improved further. I would compare the current AI capabilities to newer models provided by Claude such as Opus or Codex.

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Jim Gillingham

Batch Production Manager at a consultancy with 201-500 employees

Its versatility, ease of use, scalability, and cost-effectiveness make it a 10/10 and the best of the breed

The company is not really big. One of the areas that they are working on is improving the process of migrating jobs from the lower environment to the upper environment. They had used a tool called Transporter, which was a little difficult to use, but they've now released a new tool in August, which I've not yet used, to do that. It's probably called Repository or something like that, but it's a tool for migrating jobs from the lower environment to the upper environment. That's where they needed to improve, and it looks like they may have, but I haven't tried the tool yet. They can do better reporting in terms of production statistics reporting.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The user-friendly and adaptable scheduler allows us to manage various scheduling scenarios."

"The key benefits about JAMS is having the ability to run long running jobs on-premise as compared to products like Azure Data Factory."

"We can see all the batch execution status within the tool itself, which saves money, time, and cost, allowing us to handle everything in one single tool."

"It's worth its weight in gold and we cannot get rid of it now."

"The feature or capability to import a job is most valuable. We can import an existing job from different platforms, and all the configurations get migrated as well without modifying the code, job schedule, etc."

"I didn't know about JAMS because I don't have a person with any challenges with the purchase administration. The feature or the user interface is user-friendly because of the readable icons or very descriptive icons. Though I'm a beginning user of JAMS, I had no issues using it."

"The code-driven automation for more complex scheduling requirements frees up time because it's really easy to use... It's almost like a stand-alone software that we can't live without."

"The product is easy to use."

More JAMS pros

"The positive impact of Astro by Astronomer has mainly been on team productivity and the standardization of development."

"I think that Astro by Astronomer is a good example of how data orchestration is important to the company when we think about big data and ingestion from many external companies or external institutions that bring to us data that is important to provide final products that can provide to the company the best decision-making in the future for the company regarding revenue, costs, and guidelines for the company that want to grow at a very fast pace."

"Astro by Astronomer has positively impacted my organization because it is reliable, allowing me to depend on it for managing the Airflow instances along with the infrastructure and error handling."

"Astro by Astronomer has positively impacted my organization because it is open source code, so we can use it in AWS, Azure, GCP, or on servers that we have on-premise, ensuring we can use it in every situation."

"The best features that Astro by Astronomer offers are fairly fast deployment, convenient integration with Airflow, and it is quite easy to scale."

"The return on investment has been remarkable, with savings exceeding seventy-five percent compared to previous manual cron job management."

"I would definitely say the migration capabilities save huge amounts of time and effort."

"Previously, developing DAGs took days and sometimes a sprint, now I can deliver within a couple of hours."

More Astro by Astronomer pros

"It has been super stable. There are no complaints on stability. We would not be using it if Tidal wasn't stable."

"You will enjoy the features of it; it is a great tool."

"The core of the product is great and I would certainly recommend it."

"From a management standpoint, when using the solution for cross-platform, cross-application workloads, I've never had a problem with the application. It's very interactive, especially with the different security levels that they offer."

"From a cost perspective, Tidal beats them both, and we've had such good support from Tidal that it makes it harder to think about leaving, especially since the product works very well."

"Tidal Automation allows organizations to automate complex workflows and processes, reducing the need for manual intervention and improving operational efficiency."

"The thing that I like the most is the reliability of the engine. The actual scheduling part of the product is pretty much flawless, but the stability of the product is what I find to be reassuring."

"We use the solution for cross-platform, cross-application workloads. That's the biggest use for us and that's the biggest advantage."

More Tidal by Redwood pros

Cons

"I would like to see the ability to interface with Microsoft group-managed service accounts, but they're still in the research phase. They need to ensure everything's legit and safe. The report designer and dashboards could also be improved. We're running 7.3, so I don't know if they have updated the reporting in 7.5, but I think the reports and dashboards could be better."

"JAMS could be improved with a web client that is accessible and as fast as a normal website, eliminating the need to RDP to the servers to access the JAMS client."

"JAMS handles exceptions fairly well but there are some areas where it might improve a little bit. It has to do with being able to automatically handle exceptions, out-of-the-box, rather than having to code them."

"To improve JAMS, it should resolve the issues with the JD Edwards application and the need for the SSH agent in the current version, which has been a problem for a while."

"If around 5,000 or more jobs run at a time, JAMS slows down, and we have to wait around five to 10 minutes or restart JAMS scheduler services."

"The search capability needs to be improved because when we try to search for a job, it's hard to do."

"JAMS notifications for hung jobs could be improved."

"For the most part, JAMS is very stable. Occasionally, if you leave multiple windows open over a period of time, it is necessary to end that task and restart."

More JAMS cons

"If I had to think of one area where I see potential for improvement, it would be integration with infrastructure virtualized services like vCenter, Hyper-V, and storage systems like Hitachi and IBM FlashSystem."

"Astro by Astronomer's CLI might be a little challenging, and having the CLI commands along with the documentation more readily available would be great."

"I think Astro by Astronomer could improve its pricing, as it is really expensive, especially if you want to have large use in a large-scale enterprise edition, which requires you to create a VPC hosted instance that significantly increases expenses."

"One challenge I find with Astro by Astronomer is the cost because it is relatively higher than other tools."

"There are some downsides to the event-driven scheduling features since it is new."

"I think Astro by Astronomer could improve by providing more visibility and webinars about the new features they are releasing for Airflow, as since we migrated to Astro, we have not had the opportunity to fully utilize or have considered that we are not using the latest up-to-date features."

"I would like to add that the pricing could be improved."

"I think there is an aspect of the tool that has caused me some difficulty, which is the scheduler, and I think it could be more intuitive or efficient."

More Astro by Astronomer cons

"The solution needs more advanced reporting and data visualization capabilities to enable deeper analysis of job performance and trends."

"The UI might have the potential to provide a more polished and user-centric encounter, promoting seamless engagements and simplifying the navigation process for individuals interacting with the software."

"Tidal Software interface could be more intuitive and user-friendly."

"Some users have complained that the initial setup process is complicated and time-consuming, while others have suggested that the software could offer more freedom in customizing processes."

"I'm still hoping with Explorer to be able to see end-to-end job streams. That's not really something that's easy to see today in the web client. However, I haven't worked with Explorer yet. One of the things that we have found frustrating is not being able to see an end-to-end job stream across multiple applications within Tidal. We use jobs for that right now, but I have high hopes that we'll be able to see that in Explorer."

"The biggest improvement they need to work on is doing better QA checks before they release new patches and service packs. We do find that you can't trust getting the new product right away, as they have to get some bug fixes out. They do tend to have some bugs in the first iteration."

"One area for improvement is the command-line interface and the API to bulk-load jobs. It's a little bit kludgy, but we still manage without it. They're working on it and it's getting better all the time. In addition, the documentation for their API for creating jobs needs to be updated. It's a bit of a learning curve."

"The reporting is kind of lacking and not super awesome."

More Tidal by Redwood cons

Pricing and Cost Advice

"In the end, you'll find that it's really worth the price. There is some sticker shock, but it's worth every dime."

"I haven't been involved in the financial side for several years, but we buy one host and unlimited agents, and we get a reasonable price for that. We're happy with the amount we pay and the scalability it provides."

"It's expensive, to be honest, but it does the job."

"The product is reasonably priced, and we don't have any add-ons."

"The pricing is reasonable."

"It's certainly a lot cheaper than Tivoli and Control-M. In comparison to them, you get a lot more bang for your buck. You get pretty much the whole functionality and more, in some cases, when compared to Control-M, but at a fraction of the price."

"The licensing model for JAMS is straightforward and based on the number of agents, not the number of jobs you run. It's cheap and fairly simple."

"There are no additional costs other than the license for Fortra's JAMS which is affordable."

More JAMS pricing and cost advice

Information not available

"...it is a pretty affordable scheduler tool that lets us do a lot. You get a lot of bang for the buck... The licensing model is hugely flexible."

"Their pricing seems very fair. It is more than the other solutions, but the functionality and the support are very much there. You pay for the job scheduler, and then they have certain things that are built into it, such as the FTP processes. If you then want to do JD Edwards jobs, you need an adapter. If you want to do SQL jobs, there is another adapter. Similarly, if you want to do Oracle jobs, there is an adapter. It is like there is the base and then there are the adapters for the jobs that you want to do, but it seems that's also how they pay for each of those adapters and keep them up to date."

"BMC is really expensive. The other solutions are about the same price. I think Tidal is even cheaper than the others, such as CA, Stonebranch, and JAMS."

"Tidal is a low-cost tool and not expensive in comparison to other tools."

"The solution enables admins and users to see the information relevant to them, but this is bundled as an add-on that we would have to pay for."

"There are project, system, and server costs. Some of the things that they are doing is introducing new products. They are introducing what they call their Repository, which is a way for you to move a job. That doesn't cost anything to us, because it is reusing a tool called Transporter. The repository is the successor to Transporter, so we already own it and are sort of grandfathered in. But that new product requires a server and database, so now we have to go out and get a server and database. So, there is a cost there."

"The solution’s licensing model in terms of its flexibility and transparency regarding costs is pretty good. A person can buy the license, and if you decide to stop support, you can do that but still have the product. So, it's not like you're paying constantly to keep that license alive. Certainly, you want to keep support going too. Once you buy it, you own it. It's not like I have to keep paying somebody to keep using it."

"There have been pricing increases, but with the reduction that our company obtained from Tidal this year, the pricing has become very acceptable for this type of product."

More Tidal by Redwood pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Construction Company

12%

Manufacturing Company

Comms Service Provider

Financial Services Firm

18%

Outsourcing Company

14%

University

Computer Software Company

Financial Services Firm

18%

Construction Company

11%

Manufacturing Company

Performing Arts

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	15
Midsize Enterprise	14
Large Enterprise	23

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	5
Large Enterprise	24

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	6
Large Enterprise	38

Questions from the Community

What is your experience regarding pricing and costs for JAMS?

I was not really involved in the pricing, setup cost, and licensing at that level. I am more involved in the technica...

See all answers

What needs improvement with JAMS?

To improve JAMS, it should resolve the issues with the JD Edwards application and the need for the SSH client connect...

See all answers

What is your primary use case for JAMS?

My main use case for JAMS is to install, set up, and configure for customers working with JD Edwards application. A s...

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What is your experience regarding pricing and costs for Astro by Astronomer?

Whenever there is a deployment, Astro by Astronomer seems to have zero downtime, which used to be around 40 minutes w...

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What needs improvement with Astro by Astronomer?

The current version of Astro by Astronomer is good enough for our needs. The documentation part of Astro by Astronome...

See all answers

What is your primary use case for Astro by Astronomer?

My main use case for Astro by Astronomer is orchestrating the Airflow pipeline without hassling the backend of Airflo...

See all answers

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Comparisons

Control-M vs JAMS

Compared 12% of the time

AutoSys Workload Automation vs JAMS

Compared 9% of the time

Stonebranch vs JAMS

Compared 8% of the time

VisualCron vs JAMS

Compared 7% of the time

ActiveBatch by Redwood vs JAMS

Compared 4% of the time

More JAMS Competitors

AutoSys Workload Automation vs Astro by Astronomer

Compared 19% of the time

Amazon Managed Workflows for Apache Airflow vs Astro by Astronomer

Compared 17% of the time

IBM Workload Automation vs Astro by Astronomer

Compared 13% of the time

Control-M vs Astro by Astronomer

Compared 9% of the time

Ab Initio Co>Operating System vs Astro by Astronomer

Compared 4% of the time

More Astro by Astronomer Competitors

Control-M vs Tidal by Redwood

Compared 12% of the time

AutoSys Workload Automation vs Tidal by Redwood

Compared 7% of the time

ActiveBatch by Redwood vs Tidal by Redwood

Compared 5% of the time

Arvato streamworks vs Tidal by Redwood

Compared 5% of the time

VisualCron vs Tidal by Redwood

Compared 3% of the time

More Tidal by Redwood Competitors

Product Reports

Buyer's Guide

JAMS

August 2026

Download JAMS product report

Buyer's Guide

Astro by Astronomer

August 2026

Download Astro by Astronomer product report

Buyer's Guide

Tidal by Redwood

July 2026

Download Tidal by Redwood product report

Also Known As

No data available

Tidal Workload Automation, Cisco Workload Automation, Tidal Enterprise Scheduler

Interactive Demo

JAMS Software

Demo not available

Astronomer

Demo not available

Tidal Software by Redwood

Overview

JAMS is an automation orchestration and job scheduling solution that runs, monitors, and manages critical IT processes from a single console, from simple batch jobs to complex, cross-platform workflows. JAMS automates jobs across Windows, Linux, UNIX, IBM i, z/OS, and OpenVMS, with native integrations for the databases, BI tools, and ERP systems already running your business, including SQL Server and SAP. Jobs run on any schedule or trigger off other events, and dependency management keeps multi-step workflows in the right order.

Every job is centrally monitored, with notifications on success or failure and an audit trail of every execution. Built-in conversion tools migrate existing jobs from Windows Task Scheduler, SQL Agent, or Cron without rebuilding them, and JAMS replaces homegrown, single-platform scripts with one centrally managed system.

JAMS includes two AI capabilities at no additional cost. JAX is an AI agent built into the JAMS Web Client. Ask it a question in plain language, and it finds a job, troubleshoots a failure, or looks up how to do something, grounded in JAMS documentation, not general AI guesswork. It acts only when asked, and every change waits for your approval. JAMS MCP brings JAMS into the AI coding tools teams already use, including Cursor, Claude Code, GitHub Copilot, and Claude Desktop.

Both run inside the customer's network with the signed-in user's permissions and no elevated AI account, and every action, AI-driven or not, lands in the same audit trail as everything else in JAMS.

For teams managing thousands of jobs across SQL Server, ADF, Airflow, SAP, JDE, and Banner, this cuts tribal knowledge and middle-of-the-night troubleshooting. Knowledge that once lived in one person's head becomes something any team member can ask about directly.

The AI lives in the product, not in the support queue. Support is staffed by humans JAMS will never outsource, based in the United States, the United Kingdom, and Australia. New tickets go to long-tenured engineers, and every JAMS customer has the CEO's cell phone number.

JAMS' mission is to reduce the operational burden of critical automation, so teams spend more time on the work automation was meant to free them for.

JAMS Software

Astro by Astronomer is a cutting-edge data orchestration platform designed to simplify and streamline data workflows. It enhances productivity by transforming complex tasks into manageable processes, offering robust solutions for modern data engineering challenges.

Astro by Astronomer empowers users with a comprehensive suite for managing and orchestrating data pipelines. It stands out for its scalable infrastructure and seamless integrations, enabling organizations to efficiently process and analyze data with ease. With robust task automation, it minimizes manual intervention and boosts efficiency. Its intuitive architecture supports agile development, facilitating rapid deployment and time-to-market advantages.

What are the essential features of Astro by Astronomer?

Scalable Architecture: Enables seamless scaling to accommodate growing data needs.
Integrations: Offers wide-ranging compatibility for diverse data sources.
Automation: Streamlines processes to reduce manual work and errors.
Monitoring Tools: Provides real-time insights for effective data management.
Modular Design: Allows customization and flexibility in deployment.

What benefits or ROI should users consider?

Time Savings: Reduced processing times lead to faster project completion.
Cost Efficiency: Optimizes resource usage to lower operational costs.
Improved Accuracy: Automated tasks minimize human errors, enhancing data quality.
Scalability: Supports growth and adapts to increasing data requirements.
Enhanced Collaboration: Facilitates team synergy through streamlined workflows.

In industries like finance and healthcare, Astro by Astronomer has been pivotal in ensuring data accuracy and compliance. Financial firms rely on its automation capabilities for real-time analytics, while healthcare organizations utilize it for seamless data integration, enhancing patient care and research outcomes.

Astronomer

Tidal Software is a leading provider of enterprise workload automation solutions that orchestrate the execution of complex workflows across systems, applications and IT environments. With a comprehensive portfolio of products and services, Tidal optimizes mission-critical business processes, increases IT cost efficiencies and satisfies legal and regulatory compliance requirements. Hundreds of customers around the world count on Tidal for modernizing their workload automation and driving their digital transformation. Tidal Software is headquartered in Chicago with offices in Houston, London, Minsk, Belarus and Chennai, India. For more information, visit tidalsoftware.com.

Tidal Software by Redwood

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital

Information Not Available

Buyer's Guide

Astro by Astronomer vs. Tidal by Redwood

August 2026

Free Report: Astro by Astronomer vs. Tidal by Redwood

Find out what your peers are saying about Astro by Astronomer vs. Tidal by Redwood and other solutions. Updated: August 2026.

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