Astro by Astronomer vs Tidal by Redwood comparison

Why PeerSpot?

Astronomer and Tidal Software by Redwood are both solutions in the Workload Automation category. Astronomer is ranked #6 with an average rating of 8.2, while Tidal Software by Redwood is ranked #19. Astronomer holds a 1.3% mindshare in WA, compared to Tidal Software by Redwood’s 3.4% 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.

Comparison Buyer's Guide

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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: September 2026).

Buyer's Guide

Astro by Astronomer vs. Tidal by Redwood

September 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 Scheduler

Mindshare comparison

As of September 2026, in the Workload Automation category, the mindshare of JAMS Scheduler is 3.4%, up from 2.0% compared to the previous year. The mindshare of Astro by Astronomer is 1.3%, up from 1.1% compared to the previous year. The mindshare of Tidal by Redwood is 3.4%, down from 4.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Workload Automation Mindshare Distribution
Product	Mindshare (%)
JAMS Scheduler	3.4%
Astro by Astronomer	1.3%
Tidal by Redwood	3.4%
Other	91.9%

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

"I appreciate JAMS for its readily available templates that allow me to create and deliver stand-up presentations within minutes quickly."

"We have over 50 jobs running daily to manage all the integration of our systems and we don’t have to monitor these jobs; they just run, JAMS centralizes the management of jobs in our environment, has streamlined our monitoring, saves us about four hours a week in troubleshooting time, and has helped free up about eight hours a week of IT staff time."

"The product is easy to use."

"What my team needs are tools to reliably execute all the jobs, minimize the risks, and support high-availability, and JAMS does the job."

"Our company is based on data. Everything we do is data-driven, so it has been very valuable having one place where we can process all of the data and do batch schedules with chunks of data."

"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 ability to sequence jobs is excellent; it means we don't have to schedule them individually, and if one fails, it doesn't unwind the entire workflow."

"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."

More JAMS Scheduler pros

"Astro by Astronomer has positively impacted my organization by significantly improving developer productivity, reducing downtimes, alleviating overhead associated with upgrades, and delivering nearly a 45% reduction in cloud spending, translating to a high return on investment."

"Astro by Astronomer has had a positive impact on my organization mainly in terms of time savings and error reduction, since I seek to standardize all the processes within my framework."

"It is mainly an improved version of Apache Airflow, and it has improved everything from the open source Airflow."

"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 by automating ingestion pipelines, transformations, and error handling, and it has given us relief."

"Astro by Astronomer has positively impacted my organization because it has helped me save time due to the big support and large community, allowing them to help me solve problems that I encounter while working with Astronomer."

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

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

More Astro by Astronomer pros

"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 is very efficient and can quickly automate most manual and repetitive tasks."

"We use the solution for cross-platform and cross-application workloads. That's one of the core reasons we chose it. It's one of a few things in the industry that can be used for cross-platform integration."

"With other tools, you do not have the ability to schedule jobs on their own. You need to create a group and then assign everything to that group. Only then will the job be able to execute. In Tidal, you can schedule a single job and there is no need to create a group. That's what I like the most."

"The data management on offer was valuable."

"Thinking of all the people involved in checking jobs on a daily basis, manually running jobs or auditing them through standalone tools, and trying to connect them. We have saved hundreds of hours weekly, which is substantial."

"It does a very good job of managing cross-platform, cross-application workloads."

"The job dependency is something that you cannot have in a regular, simple cron job or simple scheduler dependency. The event-driven jobs are core for us, as we really need that. Therefore, we really need Tidal with its ability to run thousands of jobs per day."

More Tidal by Redwood pros

Cons

"One thing that I know that the JAMS people said that they were working on that would be huge for us is a search capability so that you could search for tasks. It may be available in version 7 or in a future release of 7. I think that's on their roadmap. But right now, for us to do a search, we have to search through database queries."

"The JAMS automation code isn't so clean."

"It is important to receive notifications if a charged job fails and SQL is halted. JAMS does not provide halted notifications by default, which is a critical feature that needs to be added."

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

"The error messages from JAMS often need clarification, hindering our ability to resolve issues swiftly."

"The client is horrible. Every time JAMS puts out a survey on what they can improve, I always say, "The client: When you are setting up jobs, it is quite horrible." The response has been, "Well, we are just using the Windows foundation," and I am like, "Why isn't it only your product?" We can get around it now that we know its quirks, but it is not the most user-friendly of tools out there. The UI is completely unintuitive. We had to go and open up a support ticket with JAMS just to get something back. It is not user-friendly at all."

"As an admin, I would like to have a web-based GUI instead of a client application that we have to install on our PCs."

"In terms of improvements, I believe JAMS can enhance its user interface for better user experiences."

More JAMS Scheduler cons

"I believe my experience with pricing, setup, cost, and licensing could be better."

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

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

"I believe there is a need for improvement in Astro by Astronomer, especially regarding the strict limitation of 10 DBT deployments."

"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."

"There is room for improvement around having an improved UI and also integration with other tools."

"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."

"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."

More Astro by Astronomer cons

"From an administrative point of view, I wouldn't give really high marks to the solution. I actually entertained getting the JAWS application at one point. One of the shortcomings with the scheduler is the reporting capabilities. At least at the time, JAWS was the best that they had for a third-party integration. I think they've got things in the pipeline to help alleviate that gap."

"I would like more involvement with the cloud."

"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."

"I know they are working on improving this already, but there needs to be better reporting."

"Initially, it is complicated to understand the functionalities as there is limited product documentation."

"Understanding and using Tidal Automation could be overwhelming for someone with minimal programming language."

"From an administrative point of view, I wouldn't give really high marks to the solution."

"The current user interface of Tidal Software is functional. However, it can be improved to make it more intuitive and user-friendly."

More Tidal by Redwood cons

Pricing and Cost Advice

"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."

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

"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."

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

"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."

"This is a good product at a fair price."

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

"It was $10,000 for the first year. Then, there is a maintenance cost for licensing every year that we get billed $5,000 for every year."

More JAMS Scheduler pricing and cost advice

Information not available

"The licensing model's flexibility is awesome. The way it's licensed for us is that it's licensed per master and then per agent. We have an enterprise agreement, so we have unlimited agents, and we have it on 500 devices."

"We've been able to purchase more adapters because the cost of the product has been very reasonable."

"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."

"The new prices that we've received seem reasonable and comparable to the marketplace."

"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."

"...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."

"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."

"Our yearly licensing costs are between $10,000 to $20,000. They have always been reasonable with us. I like that non-production licensing is about half the cost of production licensing. Licensing is by adapter typically. We have had scenarios where we have had to take an adapter from one environment to another, and they've allowed us to do that. They have made it a very reasonable process. There's definitely a feeling that they will work with you."

More Tidal by Redwood pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Construction Company

11%

Comms Service Provider

10%

Manufacturing Company

Financial Services Firm

15%

Outsourcing Company

14%

Educational Organization

13%

University

Financial Services Firm

16%

Construction Company

11%

Manufacturing Company

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	15
Midsize Enterprise	16
Large Enterprise	25

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	6
Large Enterprise	25

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...

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What needs improvement with JAMS?

In terms of improvements, I believe JAMS can enhance its user interface for better user experiences. I would like to ...

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What is your primary use case for JAMS?

My primary use case for JAMS is enterprise workload automation and batch job orchestration. I use it to schedule and ...

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

My experience with pricing, setup cost, and licensing has been very good.

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What needs improvement with Astro by Astronomer?

Astro by Astronomer can be improved; they are doing a lot of progress on observability. How to see how all the pipeli...

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What is your primary use case for Astro by Astronomer?

My main use case for Astro by Astronomer is to manage our data pipelines, to run DBT processes, and to run all data f...

See all answers

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Comparisons

Control-M vs JAMS Scheduler

Compared 10% of the time

AutoSys Workload Automation vs JAMS Scheduler

Compared 9% of the time

Stonebranch vs JAMS Scheduler

Compared 7% of the time

VisualCron vs JAMS Scheduler

Compared 6% of the time

BMC AMI Ops vs JAMS Scheduler

Compared 4% of the time

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Amazon Managed Workflows for Apache Airflow vs Astro by Astronomer

Compared 17% of the time

AutoSys Workload Automation vs Astro by Astronomer

Compared 17% of the time

IBM Workload Automation vs Astro by Astronomer

Compared 11% of the time

Control-M vs Astro by Astronomer

Compared 8% of the time

ASG-TMON Performance Analyzer vs Astro by Astronomer

Compared 5% of the time

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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

Stonebranch vs Tidal by Redwood

Compared 4% of the time

More Tidal by Redwood Competitors

Product Reports

Buyer's Guide

JAMS Scheduler

September 2026

Download JAMS Scheduler product report

Buyer's Guide

Astro by Astronomer

September 2026

Download Astro by Astronomer product report

Buyer's Guide

Tidal by Redwood

August 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

September 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: September 2026.

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