BigPanda vs DataRobot comparison

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BigPanda Logo
2,000 views|1,071 comparisons
75% willing to recommend
DataRobot Logo
133 views|50 comparisons
100% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between BigPanda and DataRobot based on real PeerSpot user reviews.

Find out what your peers are saying about Datadog, Dynatrace, New Relic and others in AIOps.
To learn more, read our detailed AIOps Report (Updated: April 2024).
771,157 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The best of a bad lot was the error message deduping.""The program is very stable.""We have also made extensive use of the outbound integrations to ticketing systems (JIRA) and collaboration tools (Slack). The main driver for us has been getting all alerting into a single UI and enabling us to streamline our incident management process.""The main thing that we like about BigPanda is the user interface.""The event correlation is really good and it is able to reduce the noise. It is a good tool for anomaly detection.""Alert aggregation was the primary requirement. BigPanda pulls all this together into a single UI for us, allowing us to see related alerts grouped together into an incident, and enables us to easily create a JIRA ticket and Slack channel to manage an issue.""The most useful feature has been the AI/ML. The way BigPanda uses the AI/ML is good compared to other SRE tools.""One of the most valuable features of BigPanda is its user-friendly interface."

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"DataRobot can be easy to use.""We especially like the initial part of feature engineering, because feature engineering is included in most engines, but DataRobot has an excellent way of picking up the right features."

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Cons
"The cost of this product is too high compared to New Relic.""The UI for this solution could be improved. It is very hard to find what you are looking for.""BigPanda attempts a little of everything and fails at most.""The usability needs to improve, because it is a pure code environment.""Lacks sufficient dashboard features.""BigPanda could improve by syncing its threshold settings with Dynatrace to align with users' familiarity.""Our infrastructure is quite large - tens of thousands of servers, often with 30-plus checks running on each host with one minute intervals. This generates a lot of data often in bursts (when we have a large scale failure). This has caused some delay in the ingestion pipeline.""We had to use a partner for the deployment."

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"If we could include our existing Python or R code in DataRobot, we could make it even better. The DataRobot that we have is specific to an industry, but most of the time we would have our own algorithms, which are specific to our own use case. If we had a way by which we could integrate our proprietary things into DataRobot with a simple integration, it would help us a lot.""The business departments will love to work with DataRobot because they use the tool to investigate their data, such as targeting what they want to investigate. They don't need any data scientists near them. They can investigate at eye level and bring into the BI tool, or can bring it to the data scientist. Data scientists can use this tool to bring increase the solution to the maximum. All the others can use it, but not to the maximum."

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Pricing and Cost Advice
  • "They were great to work with on pricing/licensing. Given we are a high-growth company, we needed a flexible site license."
  • "We pay $200,000 USD per year."
  • "The price of BigPanda is in the middle compared to other solutions."
  • "BigPanda is cheaper than the competitors."
  • More BigPanda Pricing and Cost Advice →

  • "We dropped the plan to use DataRobot, because we found the pricing to be on the higher sise. We liked DataRobot a lot, but due to the pricing, we dropped that idea."
  • "The price of DataRobot is good because if you take the price of the solution which is approximately $65,000, it is less than a data scientist. There are very few data scientists available."
  • More DataRobot Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra… more »
    Top Answer:One of the most valuable features of BigPanda is its user-friendly interface.
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    Ranking
    15th
    out of 31 in AIOps
    Views
    2,000
    Comparisons
    1,071
    Reviews
    7
    Average Words per Review
    343
    Rating
    6.3
    20th
    out of 31 in AIOps
    Views
    133
    Comparisons
    50
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    Comparisons
    Learn More
    Overview

    BigPanda Autonomous Operations platform is a cutting-edge solution that helps IT Ops, NOC and DevOps teams detect, investigate, and resolve IT incidents faster and more easily than ever before. Powered by Open Box Machine Learning, BigPanda correlates IT noise into insights, automates incident management, and unifies fragmented IT operations.

    BigPanda’s Autonomous Operations platform increases the ease with which IT administrators are able to both manage their systems and respond to issues that arise. It combines machine learning and automation, which not only provide administrators with reliable suggestions concerning future issues that may arise, but also allows for certain tasks to be assigned to the system itself. These allow organizations to save both time and resources that can be dedicated to more critical tasks.

    BigPanda’s Autonomous Operations platform possesses a simplified and unified user interface, enabling users to manage the solution from one place. The UI allows users to view and manage all of the information and controls that IT teams need to be able to easily access, providing a level of visibility that ensures users will be able to view all of their system’s most up-to-date and critical information at any time that they wish.

    Benefits of BigPanda Autonomous Operations Platform

    Some the benefits of using BigPanda’s Autonomous Operations platform include:

    • The ability to autonomously detect and respond to IT issues. BigPanda’s Autonomous Operations software autonomously searches for and detects issues. When found, its level-zero feature can then handle elementary tasks such as threat prioritization, which would otherwise require a dedicated team to handle. The solution can be adapted to meet your organization’s specific requirements.
    • The ability to receive new threat suggestions based on historical data. Armed with this knowledge, BigPanda’s Autonomous Operations’s machine learning algorithm makes reliable predictions of issues that might come up in the future.
    • The ability to manage BigPanda’s Autonomous Operations platform and view both real-time and historical data from a single interface. BigPanda’s Autonomous Operations platform UI is a centralized location where all levels of your organization’s IT teams can view system data and manage situations that may arise. The data displayed on this interface is always up-to-date. IT teams have the latest relevant information available to them at all times without having to conduct a search.

    Reviews from Real Users

    BigPanda’s Autonomous Operations platform stands out among its competitors for a number of reasons. Two major ones are its centralized user interface and its ability to easily integrate with other security solutions. The centralized UI gives users the ability to clearly see all their alert data in a single location without having to search for it. Its easy integration allows administrators to augment their IT security capabilities when they find it necessary to do so.

    PeerSpot user Larry C., the principal engineer in charge of site operations for a tech vendor, notes this benefit when he writes, "Alert aggregation was the primary requirement. BigPanda pulls all this together into a single UI for us, allowing us to see related alerts grouped together into an incident, and enables us to easily create a JIRA ticket and Slack channel to manage an issue."

    Another PeerSpot user, who is an independent entrepreneur in the IT environment at a tech services company, notes the flexibility of this platform when they write “BigPanda integrates well with other solutions, such as WatchGuard.”


    DataRobot captures the knowledge, experience and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time.

    Sample Customers
    Nagios, ServiceNow, ITSM, NOC, CMDB Evolved, RemedyIncident Management Process
    Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
    Top Industries
    VISITORS READING REVIEWS
    Financial Services Firm25%
    Computer Software Company16%
    Manufacturing Company9%
    Insurance Company6%
    VISITORS READING REVIEWS
    Educational Organization25%
    Financial Services Firm11%
    Computer Software Company8%
    Manufacturing Company7%
    Company Size
    REVIEWERS
    Small Business42%
    Large Enterprise58%
    VISITORS READING REVIEWS
    Small Business15%
    Midsize Enterprise9%
    Large Enterprise76%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise28%
    Large Enterprise55%
    Buyer's Guide
    AIOps
    April 2024
    Find out what your peers are saying about Datadog, Dynatrace, New Relic and others in AIOps. Updated: April 2024.
    771,157 professionals have used our research since 2012.

    BigPanda is ranked 15th in AIOps with 12 reviews while DataRobot is ranked 20th in AIOps. BigPanda is rated 7.2, while DataRobot is rated 8.0. The top reviewer of BigPanda writes "Offers comprehensive alert monitoring and a user-friendly interface but requires manual validation to provide accurate alerts". On the other hand, the top reviewer of DataRobot writes "Easy to use, priced well, and can be customized". BigPanda is most compared with ServiceNow, Moogsoft, PagerDuty Operations Cloud, ServiceNow IT Operations Management and IBM Tivoli NetCool OMNIbus, whereas DataRobot is most compared with Amazon SageMaker, RapidMiner, Microsoft Azure Machine Learning Studio, Datadog and Alteryx.

    See our list of best AIOps vendors.

    We monitor all AIOps reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.