--- title: Zipher Reviews meta_title: 'Zipher Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 15 reviews by the users' company size, role or industry to find out how Zipher works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 15 scale: '5' date_modified: '2026-09-23' parent_category: name: CI/CD Tools url: https://www.g2.com/categories/ci-cd-tools --- # Zipher Reviews **Vendor:** Zipher **Category:** [Cloud Infrastructure Automation Software](https://www.g2.com/categories/cloud-infrastructure-automation) **Average Rating:** 4.8/5.0 **Total Reviews:** 15 **AI Enabled:** This product embeds AI to enhance or extend its core functionality. ## About Zipher When AI creates data workloads at scale, static compute infra can't keep up. Zipher's intelligent compute layer takes workloads from static to dynamic, unlocking growth for enterprise data teams. ## Zipher Pros & Cons Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews. **What users like:** - Users praise the **cost efficiency** of Zipher, noting significant savings on cloud infrastructure and job execution. (8 reviews) - Users highlight the **effortless setup** of Zipher, making it easy to optimize jobs without hassle. (5 reviews) - Users find Zipher to be an **extremely easy-to-use solution** with minimal ongoing attention required for maintenance. (4 reviews) - Users value the **efficiency** of Zipher, achieving cost savings and improved workload stability effortlessly. (4 reviews) - Users highlight the **reliability** of Zipher, noting improved performance and consistent cost efficiencies with minimal maintenance required. (3 reviews) - Automation Efficiency (2 reviews) - Users commend the **easy integrations** of Zipher, which enhance dashboard visibility and overall user experience. (1 reviews) - Users praise the **clean dashboards and visibility** of Zipher, appreciating its configurability and responsive support team. (1 reviews) - Speed (1 reviews) **What users dislike:** - Users find Zipher's **missing features** , like built-in dashboards and broader cost reduction, limit its overall effectiveness. (2 reviews) - Users find the **user experience lacking** with Zipher, citing poor dashboard design and integration issues. (2 reviews) - Users find the **pricing model complex** , making it difficult to understand the overall cost of Zipher. (1 reviews) - Users find the **integration issues** with Zipher frustrating, hindering a smooth user experience and understanding of features. (1 reviews) - Users feel the **analytics are limited** , craving more customization and deeper reporting options for better insights. (1 reviews) - Users find **understanding difficulty** with Zipher, especially regarding the autoscaler integration with Databricks. (1 reviews) ## Zipher Reviews ### 1. Mostly Autonomous Savings with Zipher—Major Cost Reductions in Months **Rating:** 5.0/5.0 stars **Reviewed by:** Samuel S. | Data Architect, Enterprise (> 1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 25, 2026 **What do you like best about Zipher?** Zipher has saved us money. It's mostly autonomous, and can, if enabled across the board, address cost issues almost as quickly as they arise. We were somewhat reluctant and didn't enable it as quickly as we planned (according to Zipher's recommendations), so we left money on the table. Still, we've been implementing Zipher (too slowly) for about 6 months, and we've saved over $1M so far with an estimated $2M annually as we continue to roll it out. **What do you dislike about Zipher?** Rarely, but occasionally, we have had some SLA impacts, but Zipher adapted to that and provided a way to put some guardrails in place for that. Also, occasionally, we have forgotten to restart learning after doing manual performance changes, and that also created some minor confusion. **What problems is Zipher solving and how is that benefiting you?** Runaway costs in Databricks. Because Databricks has so many knobs to tweak, and everybody may not be aware of the impacts of not specifying certain parameters. Also, as Databricks continues to make improvements and other changes, Zipher, as a Databricks partner, often catches and corrects those before too much damage is done. ### 2. Seamless ~30% Cost Savings for Yotpo, with Uncompromised Control and Reliability **Rating:** 5.0/5.0 stars **Reviewed by:** Victor P. | Data Infra Team Lead, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through Google One Tap using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** September 10, 2026 **What do you like best about Zipher?** Zipher seamlessly cut our Yotpo data load costs by ~30% through intelligent cluster sizing and parameter optimization—all without sacrificing control. We retain full flexibility to balance cost versus performance and define strict job completion time targets. Additionally, its automated fallback mechanism gracefully deactivates Zipher after a few failed attempts to protect our infrastructure, and full UI and Terraform integration makes management seamless. **What do you dislike about Zipher?** Zipher performs exceptionally well for Databricks, so naturally, our main feedback is that we simply want to use it in more places. It would be extremely valuable to see Zipher expand its intelligent cost-saving capabilities to cover general-purpose compute and additional data platform providers beyond Databricks. **What problems is Zipher solving and how is that benefiting you?** Zipher solves cloud cost inefficiencies and manual optimization headaches in large-scale data processing ### 3. Zipher Minimizes Operational Load and Streamlines Tuning **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through Google using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** September 04, 2026 **What do you like best about Zipher?** I appreciate that Zipher minimizes the operational load on teams to optimize their jobs. Manual tuning can be so time consuming, and is not always practical with a large number of data pipelines. Additionally it adjusts cluster configurations based on time of day which can capture savings you couldn't yourself with a static job configuration. **What do you dislike about Zipher?** There have been some early limitations with configuration options and external integration, but those are rapidly improving. **What problems is Zipher solving and how is that benefiting you?** We're reducing the amount of manual work required to optimize hardware configurations for our Databricks job pipelines. ### 4. Effortless Databricks Cost Savings with Zipher **Rating:** 5.0/5.0 stars **Reviewed by:** Moshe D. | Data Platform Lead, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** October 26, 2025 **What do you like best about Zipher?** What I appreciate most about Zipher is how easy it is to see tangible results. In my role, I was deeply involved in optimizing cloud costs and searching for tools that could help lower our expenses with both cloud providers and vendors. Zipher’s solution was not only straightforward to integrate, requiring minimal adjustments on our end, but it also delivered a significant impact on our costs. **What do you dislike about Zipher?** The main drawback of Zipher is that its cost reduction features are limited to just one area of Databricks—specifically, jobs—while the other aspects are not addressed and require other tools. **What problems is Zipher solving and how is that benefiting you?** We faced a persistent challenge with the rising costs of Databricks, which became increasingly difficult to control as our services expanded beyond just R&D to the entire company. Previously, we had to manually review each job and adjust its specifications to keep expenses down. However, as the number of jobs grew, we could only focus on the most critical ones, leaving many others unchecked. This situation also required us to periodically launch manual cost-saving initiatives, which often took priority over developing new business features. Since implementing Zipher, I no longer need to worry about managing Databricks costs in this way. The process is now fully autonomous, from the creation of a job to its completion, and we started seeing results within about two weeks. ### 5. Truly Hands-Off: Cut Our Databricks Bill Without Touching Code **Rating:** 5.0/5.0 stars **Reviewed by:** Roy H. | CTO, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** July 29, 2026 **What do you like best about Zipher?** Truly hands-off. We cut our Databricks bill without having to touch any code. **What do you dislike about Zipher?** Honestly not much. UI could look a bit cleaner, but that's it. **What problems is Zipher solving and how is that benefiting you?** It killed our manual cluster tuning and dropped our cloud spend. ### 6. Set It Up Once, Enjoy Ongoing Cost Savings **Rating:** 5.0/5.0 stars **Reviewed by:** Ron G. | VP R&D, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** August 03, 2026 **What do you like best about Zipher?** Set it up once and forgot about it - costs dropped and nothing broke. **What do you dislike about Zipher?** Honestly not much. UI could use some refining, but that's it. **What problems is Zipher solving and how is that benefiting you?** Zero-touch cost savings with no code changes needed. ### 7. More Effective Autoscaler = lower costs and lower failure rates **Rating:** 5.0/5.0 stars **Reviewed by:** Shay D. | Deputy CEO, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** December 07, 2025 **What do you like best about Zipher?** The spark-aware autoscaler is significantly less wasteful than the native autoscaler, as it takes into account the context of our job runs and avoids unnecessary scaling. **What do you dislike about Zipher?** I believe there is potential to further enhance efficiency by incorporating code optimization, rather than focusing solely on job optimization. **What problems is Zipher solving and how is that benefiting you?** The autoscaling feature in Databricks functions as intended, but I often find it too aggressive when scaling up. This results in considerable compute waste and increasing costs. In contrast, Zipher’s autoscaler is far more efficient, minimizing waste while still making sure we always have the appropriate amount of compute resources. ### 8. Zipher Delivers Seamless Cost Optimization for Databricks Workloads **Rating:** 5.0/5.0 stars **Reviewed by:** Vishalkumar S. | Senior Data Engineer, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through Google One Tap using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** November 03, 2025 **What do you like best about Zipher?** Zipher has consistently delivered measurable Databricks cost efficiencies while improving workload stability. It optimized cluster autoscaling by reducing unnecessary node churn and maintaining a steady balance between on-demand and spot capacity. We saw improved DBU utilization across interactive and job clusters, along with more predictable spend and faster job execution times which leads to reduce our oveall compute cost. **What do you dislike about Zipher?** Zipher’s automated optimization works intelligently behind the scenes, analyzing historical Databricks workloads and adjusting resources based on learned patterns. Since much of this logic is abstracted, we don’t always see how decisions are made, but the hands-off experience has been smooth and effective. More visibility into the autoscaling logic would make it even easier to understand and trust the optimizations as they happen. **What problems is Zipher solving and how is that benefiting you?** Zipher helped stabilize Databricks autoscaling in our dynamic workloads, reducing node churn and improving both performance and cost efficiency. Overall, it has delivered faster runtimes and meaningful cost savings with minimal oversight. ### 9. Zipher Delivers Cost Savings and Stability with Minimal Maintenance **Rating:** 4.5/5.0 stars **Reviewed by:** Tzur T. | Staff Data Engineer, Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** October 14, 2025 **What do you like best about Zipher?** Zipher performs exactly as promised, providing notable cost savings and enhancing job performance. It helped stabilize our autoscaler by minimizing fluctuations in the cluster node configuration. After a straightforward setup, the platform needs very little ongoing attention, and the support team has been consistently responsive and pleasant to work with. **What do you dislike about Zipher?** The primary downside is the absence of built-in dashboards and metrics, which I suspect is due to us being early adopters who have not yet upgraded. However, since we already had adequate monitoring systems to verify the tool's effectiveness, we did not see a reason to proceed with an upgrade. **What problems is Zipher solving and how is that benefiting you?** Zipher has addressed our Databricks cluster management challenges, which stemmed from frequent changes in data velocity. In the past, the native autoscaler had difficulty adapting to these fluctuations, leading to excessive node shuffling. This not only extended job durations but also increased our overall costs. With Zipher, learned patterns are now used to automatically configure the cluster, which has greatly minimized node shuffle. As a result, we experience faster execution times and substantial cost savings. ### 10. Easy Integration, Lower Databricks bills in under a month **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** February 25, 2026 **What do you like best about Zipher?** Extremely easy to use - it’s really a hands-free solution and setup, as Zipher claims. We also were able to reduce our spend on cloud infra and databricks rapidly. **What do you dislike about Zipher?** Better dashboards/reporting. At the end of the day, we see the savings on our bills though **What problems is Zipher solving and how is that benefiting you?** Lowering costs. Our databricks workloads were not as cost optimized as we wished them to be. Zipher helped us reduce both costs and failure rates, making jobs cheaper and more efficient. ### 11. 41% Savings on Databricks and AWS **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Accounting | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through Google using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** February 25, 2026 **What do you like best about Zipher?** We needed a way to optimize our jobs on Databricks without affecting performance. Cost was becoming an issue as we scaled. Zipher was installed quickly, without any effort from our end and we saw our jobs become much, much less expensive very quickly **What do you dislike about Zipher?** The dynamic optimization is great, but code optimization would take it a step further **What problems is Zipher solving and how is that benefiting you?** We had a goal to cut our databricks and AWS costs by at least 20% before the coming year. We easily passed that target with Zipher reaching over 40% in savings. ### 12. Easy to set up Data pipeline optimizations **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through Google One Tap using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** October 27, 2025 **What do you like best about Zipher?** We installed Zipher in under 5 minutes, and started seeing savings in our cloud and Databricks bills within weeks. We also didn’t see any affect on performance, in fact our failure rates also decreased significantly **What do you dislike about Zipher?** The dashboard isn’t well designed and it needs a refresh. That said, it’s still usable and I can see my savings **What problems is Zipher solving and how is that benefiting you?** Databricks and cloud bills were growing faster than our ability to fine-tune and optimize. Zipher makes sure all of our jobs are configured and running as efficiently as possible. ### 13. Delivers on cost reduction, However, the user experience could be improved **Rating:** 3.0/5.0 stars **Reviewed by:** Matan M. | Tech Lead, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through Google using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** September 29, 2025 **What do you like best about Zipher?** The autoscaler delivers strong cost reduction, which is the main reason to adopt it. Their team is very responsive and supportive, which makes troubleshooting and adoption easier. **What do you dislike about Zipher?** The user experience is not very smooth, especially when integrating with Zipher. It’s hard to clearly understand when and how the autoscaler is interacting with Databricks. This lack of transparency makes onboarding and day-to-day usage less intuitive. **What problems is Zipher solving and how is that benefiting you?** For us, it mainly solves the challenge of compute configuration in Databricks jobs, reducing the need for manual tuning after first initialization. ### 14. 52% Saved on cloud and Databricks costs! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through LinkedIn **Source: Organic Review from Pop Up:** Invitation from G2. This reviewer was not provided any incentive by G2 for completing this review. **Reviewed Date:** November 07, 2025 **What do you like best about Zipher?** Zipher promised more than 35% savings on databricks and aws costs, we were skeptical but after a POC they delivered over 50% savings, and no adverse performance impacts **What do you dislike about Zipher?** Not much, maybe I’d say the reporting could be a bit stronger - more custom drilldowns **What problems is Zipher solving and how is that benefiting you?** Costs - we had a big cost cutting initiative in Q3 2025 for our cloud and data spend and we hit our goals thanks to Zipher ### 15. Great product for cutting costs quickly **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) This reviewer's identity has been verified by our review moderation team. They have asked not to show their name, job title, or picture. **Validated Reviewer:** Validated through Google using a business email account **Source: Organic:** Organic review. This review was written entirely without invitation or incentive from G2, a seller, or an affiliate. **Reviewed Date:** September 16, 2025 **What do you like best about Zipher?** Great visibility with clean dashboards. Configurable. Simple integration. Team is responsive and accessible. **What do you dislike about Zipher?** The pricing model is a bit complex in my opinion. **What problems is Zipher solving and how is that benefiting you?** Choosing the right conf with good prices without downgrading performance - [View Zipher pricing details and edition comparison](https://www.g2.com/products/zipher/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-27+06%3A47%3A35+-0500&secure%5Bsession_id%5D=2223ba96-7357-4d1e-a2b2-ffd28214a483&secure%5Btoken%5D=40e40793b4a092dab73839aa270db78b2983702b2a422e96dee2db4ae519fd9f&format=llm_user) ## Zipher Features **Operations** - Scheduling - Automation - Multi-Cloud Management - Usage Monitoring **Administration ** - Administration Console - Task Management - Dashboards and Visualizations - Access Control **Cost Optimization** - Spend Forecasting and Optimization - Recommendations - Spend Tracking **Automation** - Test Automation - Intelligent Automation - Release Automation - Automated Provisioning **Administration** - Reporting - Dashboards and Visualizations - Compliance **IT Management** - Workflow Management - Infrastructure Management - IT Discovery **Agentic AI - Cloud Cost Management** - Autonomous Task Execution - Proactive Assistance - Decision Making ## Top Zipher Alternatives - [GitHub](https://www.g2.com/products/github/reviews) - 4.7/5.0 (2,341 reviews) - [GitLab](https://www.g2.com/products/gitlab/reviews) - 4.5/5.0 (884 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) - 4.4/5.0 (715 reviews)