--- title: Bigeye Reviews meta_title: 'Bigeye Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 22 reviews by the users' company size, role or industry to find out how Bigeye works for a business like yours. aggregate_rating: rating_value: 4.1 review_count: 22 scale: '5' date_modified: '2026-07-17' parent_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Bigeye Reviews **Vendor:** Bigeye **Category:** [Data Observability Software](https://www.g2.com/categories/data-observability) **Average Rating:** 4.1/5.0 **Total Reviews:** 22 ## About Bigeye AI is only as good as the data it runs on. Bigeye is the enterprise AI Trust platform built for data-driven organizations that need confidence in how AI uses their data. A longtime leader in data observability and lineage, Bigeye brings data quality, sensitivity scanning, governance, and runtime policy enforcement together in a single, end-to-end platform. This unified approach gives enterprises full visibility and control over how data is accessed, governed, and acted on by AI. By comprehensively managing data and AI, Bigeye helps teams accelerate AI deployments, improve stakeholder trust, and ensure accuracy, safety, and reliability at scale. Leading organizations including USAA, Zoom, Hertz, Cisco, and Freedom Mortgage rely on Bigeye to keep their data, and the AI built on top of it, reliable by default. ## Bigeye Pros & Cons **What users like:** - Users value the **ease of use** of Bigeye, appreciating its simplicity alongside advanced technical features. (1 reviews) - Users value the **simplicity and technical depth** of Bigeye, ensuring accessibility while offering advanced features. (1 reviews) **What users dislike:** - Users find the **limited features** of Bigeye lacking in essential integrations tailored to their tech stack needs. (1 reviews) - Users express frustration over **limited integrations** , as they're awaiting essential features for their specific tech stack. (1 reviews) ## Bigeye Reviews ### 1. Using BigEye to monitor snowflake performance **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Mental Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2024 **What do you like best about Bigeye?** It's a good tool that can tell me if there's something went wrong with the data like having null values or similar **What do you dislike about Bigeye?** It's a great tool for operational review and acting on errors **What problems is Bigeye solving and how is that benefiting you?** Monitoring the reliability of the pipelines we use across the company ### 2. Real-time data monitoring with Bigeye **Rating:** 5.0/5.0 stars **Reviewed by:** G Santosh K. | Application Development Associate, Small-Business (50 or fewer emp.) **Reviewed Date:** April 18, 2023 **What do you like best about Bigeye?** best about Bigeye include its real-time data monitoring capabilities, automated anomaly detection, and collaborative data investigation tools. Users also appreciate the platform's ease of use and ability to provide detailed data lineage tracking and profiling reports. Additionally, Bigeye's ability to integrate with a range of data sources and platforms is also a popular feature among users. **What do you dislike about Bigeye?** While Bigeye does integrate with a range of data sources and platforms, some users have noted that there are certain integrations that are missing or could be improved. **What problems is Bigeye solving and how is that benefiting you?** Bigeye solves data observability problems by providing real-time monitoring, automated anomaly detection, collaborative investigation tools, and detailed data profiling and lineage tracking. This helps ensure data accuracy, identify and resolve issues quickly, improve collaboration, and inform decision-making for better business outcomes. ### 3. One of the best data observability platforms that I have ever used! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** March 28, 2023 **What do you like best about Bigeye?** The BigEye platform allows our data analytics team to detect the latency, freshness, sudden shifts in row counts, and distributional changes on our production tables. BigEye also provides the lineage for impacted tables when alerts are triggered. This is vital to keeping our data pipeline and dashboards accurate and precise. **What do you dislike about Bigeye?** The platform is a bit buggy at times. You can get kicked out of the page you are on and sent back to the home page. **What problems is Bigeye solving and how is that benefiting you?** BigEye monitors our tables and views, allowing us to support our other departments KPI's. So, if the data is old or inaccurate, we will be notified immediately and can perform a root cause analysis to assess the damages caused. After we resolve the issue, we can perform a post-mortem analysis to mitigate the impact if this happens again. ### 4. Bigeye is a data pipeline platform that provides real-time visibility into data pipelines **Rating:** 5.0/5.0 stars **Reviewed by:** Shwetha K. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 19, 2023 **What do you like best about Bigeye?** Bigeye is a data pipeline platform, since it is user-friendly and requires no coding, this made us to set up and start using a data quickly and to optimize our data pipelines easily. **What do you dislike about Bigeye?** All the features which is provided by Bigeye platform is amazing, but if I want to point out one drawback over there is, since Bigeye platform is paid service, and the cost may be a consideration for smaller organizations like us. **What problems is Bigeye solving and how is that benefiting you?** In our project we were facing to debug the pipeline in that case, Bigeye amazing platform helped us by enabling data teams to monitor, troubleshoot, and optimize our data pipelines This benefited us by providing end-to-end visibility and alerts on our issues. ### 5. Great data observability platform with lots of flexibility **Rating:** 4.5/5.0 stars **Reviewed by:** Kenny D. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 07, 2023 **What do you like best about Bigeye?** Bigeye is simple to set up, and flexible enough to monitor any metric on any table, even if the definition is complex. It saves us lots of time debugging data issues. **What do you dislike about Bigeye?** Data Observability is still a new field, so I'm sure there are lots of things to come that will make managing a system like this simpler. **What problems is Bigeye solving and how is that benefiting you?** Bigeye helps us identify and diagnose data problems quickly, whether they are from upstream data changes or real metric changes caused by external events. ### 6. identification of real data **Rating:** 4.5/5.0 stars **Reviewed by:** Linda K. | Operations Management, Enterprise (> 1000 emp.) **Reviewed Date:** January 04, 2023 **What do you like best about Bigeye?** It has been a short time of use with this platform but so far it has been helpful, the statistics of the data have been improved since Bigeye was obtained now it is possible to measure more clearly each data, the postal codes and the longitude and latitude by category more organized **What do you dislike about Bigeye?** Its short time of use has been good, I dislike it is not being able to access prices more quickly and easily, having to contact an advisor that takes away my waiting time **What problems is Bigeye solving and how is that benefiting you?** The workflow has been reduced thanks to Bigeye with its easier to understand statistics to carry out our work based on that, the whole team can access this data easily ### 7. Process and analyse large amount of data **Rating:** 5.0/5.0 stars **Reviewed by:** Sujeeth G. | Senior Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 18, 2023 **What do you like best about Bigeye?** Bigeye helped our organisation to process and manage the large amount of data with the tool provided by bigeye. Bigeye provides a user friendly platform to manage and visualize data. **What do you dislike about Bigeye?** Sometimes the application feels buggy and there will hassle to manage the application **What problems is Bigeye solving and how is that benefiting you?** Manage the complex data and process the data for observability. ### 8. Used for real data **Rating:** 4.5/5.0 stars **Reviewed by:** Sunil K. | SW/App/Cloud Tech Support Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** April 17, 2023 **What do you like best about Bigeye?** It can monitor the helath of data pipelines and the quality of the data in them. Also, It can alert users instantly and provide a no-code interfaces to help them fix data issues. **What do you dislike about Bigeye?** There is not negativity about Bigeye, since its is very useful **What problems is Bigeye solving and how is that benefiting you?** Using it in order to get the clear data ### 9. User Friendly Data **Rating:** 4.5/5.0 stars **Reviewed by:** Madhusudhan M. | System Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 14, 2023 **What do you like best about Bigeye?** It is very easy to use and relevant data. **What do you dislike about Bigeye?** It is ver useful for the users and there is no negative reviews about this software. **What problems is Bigeye solving and how is that benefiting you?** Using it to get relevant , clear and useful data. ### 10. Bigeye thisis **Rating:** 4.5/5.0 stars **Reviewed by:** Dhruva G. | IT Solutions Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2023 **What do you like best about Bigeye?** Monitoring service of your data, present in warehouse using machine learning techniques. **What do you dislike about Bigeye?** I don't find anything which i disliked about this product. **What problems is Bigeye solving and how is that benefiting you?** Data pipeline failures - [View Bigeye pricing details and edition comparison](https://www.g2.com/products/bigeye/reviews?filters%5Bnps_score%5D%5B%5D=5§ion=pricing&secure%5Bexpires_at%5D=2026-07-22+18%3A30%3A17+-0500&secure%5Bsession_id%5D=5f383e85-bde7-43e3-a379-74601dc2e078&secure%5Btoken%5D=f6c9a9a6126443c97301593f317c7c3a6002b96cbfe2edc3025cdac16ee1eb05&format=llm_user) ## Bigeye Features **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning **Analytics** - Analytics capabilities - Dasboard visualizations **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Agentic AI - Data Observability** - Autonomous Task Execution - Cross-system Integration - Proactive Assistance **Generative AI** - AI Text Summarization ## Top Bigeye Alternatives - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (528 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,322 reviews) - [Hightouch](https://www.g2.com/products/hightouch/reviews) - 4.6/5.0 (399 reviews)