--- title: Sifflet Reviews meta\_title: 'Sifflet Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 55 reviews by the users' company size, role or industry to find out how Sifflet works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 55 scale: '5' date\_modified: '2026-08-07' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Sifflet Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Sifflet but has limited features. Are you part of the Sifflet team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Sifflet is the control plane for Data and AI. Data teams spend too much time firefighting — bad data reaches the business before anyone catches it, root cause takes days, and the fix is invisible to the stakeholders who were burned. The result is a slow erosion of trust in every dashboard, report, and AI output the company relies on. We give data teams one layer that catches issues across the full stack, explains exactly where they came from, and shows how to resolve them — before the CFO sees the wrong number. Teams like BBC, Saint-Gobain, Euronext, and CMA-CGM use Sifflet to run reliable data infrastructure at enterprise scale — with coverage from legacy systems to modern cloud stacks. The result: fewer incidents, faster root cause, and data that can be defended in any meeting. * * * Seller [Sifflet](https://www.g2.com/sellers/sifflet) Discussions [Sifflet Community](https://www.g2.com/products/sifflet/discuss) Solution Type All-in-One Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 13 months [ View More Pricing Information ](https://www.g2.com/products/sifflet/pricing) ## Top-Rated Alternatives [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Datadog](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Datadog") Datadog 4.4/5(726) ](https://www.g2.com/products/datadog/reviews) [ ![Automation Anywhere Agentic Process Automation](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Automation Anywhere Agentic Process Automation") Automation Anywhere Agentic Process Automation 4.5/5(5,623) ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) [ View All Alternatives ](https://www.g2.com/products/sifflet/competitors/alternatives) ## User Insights Average based on 55 real user reviews. Implementation Time 2 months [Log in to unlock pricing and user insights](/login) ## Sifflet Integrations (33) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Athena ](https://www.g2.com/products/amazon-athena/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon QuickSight ](https://www.g2.com/products/amazon-quicksight/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon S3 Glacier ](https://www.g2.com/products/amazon-s3-glacier/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Apache Airflow 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Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") dbt ](https://www.g2.com/products/dbt/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Firebolt ](https://www.g2.com/products/firebolt/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Fivetran ](https://www.g2.com/products/fivetran/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitHub ](https://www.g2.com/products/github/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitLab ](https://www.g2.com/products/gitlab/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Cloud ](https://www.g2.com/products/google-cloud/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Cloud BigQuery ](https://www.g2.com/products/google-cloud-bigquery/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Looker ](https://www.g2.com/products/looker/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Microsoft Power BI ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Microsoft SQL Server 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Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") PostgreSQL ](https://www.g2.com/products/postgresql/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") PowerBI for PureCloud ](https://www.g2.com/products/powerbi-for-purecloud/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") PowerBI Tiles Pro ](https://www.g2.com/products/powerbi-tiles-pro/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Prefect ](https://www.g2.com/products/prefect/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Qlik Gold Client 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Image") Tableau ](https://www.g2.com/products/tableau/reviews) Show More ![Verified User in Pharmaceuticals](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Pharmaceuticals") UP Verified User in Pharmaceuticals Small-Business (50 or fewer emp.) 9/10/2024 "Sifflet features" 3.5/5 What do you like best about Sifflet? The features that Sifflet offered was really good. Review collected by and hosted on G2.com. What do you dislike about Sifflet? No support to integration with Informatica cloud Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Data Quality issues Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Broadcast Media](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Broadcast Media") UB Verified User in Broadcast Media Enterprise (\> 1000 emp.) 5/23/2024 "Sifflet" 4/5 What do you like best about Sifflet? The way that you can easily visualise the whole data pipeline and explain where metrics come from easily Review collected by and hosted on G2.com. What do you dislike about Sifflet? I've only been using Sifflet for a short time and haven't found any downsides yet Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? De-mystifying the data pipeline. I am the only analyst in my team, so being able to show the pipeline in a manner that is simple to understand really helps me communicate issues/projects more easily Review collected by and hosted on G2.com. Show More Response from Romain Doutriaux of Sifflet [Editedit](https://www.g2.com/survey_responses/sifflet-review-9692167/official_response/edit) Thank you so much for your positive feedback! We're thrilled to hear that Sifflet is helping you visualize and demystify your data pipeline. It's great to know that our platform is making it easier for you to communicate complex metrics and projects within your team. If you have any questions or need further assistance as you continue using Sifflet, please don't hesitate to reach out. We're here to support you every step of the way! Validated ReviewerIncentivizedSource: Seller invite ![James M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "James M.") JM James M. Mid-Market (51-1000 emp.) 4/30/2024 "Game changing for Cross Tool Visibility" 5/5 What do you like best about Sifflet? The capability to take a resource and trace its lineage back to raw resources. Review collected by and hosted on G2.com. What do you dislike about Sifflet? N/A - At the moment don't have any disklies. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Reducing time to RCA for debgugging. This reduces platforom downtime/increases platform uptime. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Restaurants](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Restaurants") AR Verified User in Restaurants Mid-Market (51-1000 emp.) 8/25/2023 "Simple set up and usable results quickly" 4.5/5 What do you like best about Sifflet? Simple to use Data quality monitors cover a wide variety of use cases, including writing your own SQL lineage gives you column level breakdown Domains and tags enable you to group like elements together Nice monitor dashboard Connectivity of monitors to mulitple communication tools. Review collected by and hosted on G2.com. What do you dislike about Sifflet? Data quality monitors can tricky to parse setting up. You need to think through what you want to achieve. Limited ETL and BI sources but more are in the pipeline. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Most warehouses end up a spaghetti mess of inter-connected tables and views. Sifflet helps you see where a problem has occured and understand the knock-on affect into other tables. The monitors allow you to check data at the individual field level (is this value within an expected range?) to a more strategic level (is the volume of data processed in-line with average for the last x days?). The lineage enables you to dive into an issue and understand the contagion of a problem into other tables and into reporting. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Pallav S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pallav S.") PS Pallav S. Data Architect Mid-Market (51-1000 emp.) 3/12/2023 "Excellent tool for adding data quality checks, monitoring, data catalog and lineage" 4.5/5 What do you like best about Sifflet? Sifflet has a simple user interface and navigation with powerful functionality underneath. Lineage allows users to drill down into the relationship between tables and data assets and easily view the dependency graph for a given table or column. This makes it easy to understand the impact of data problems or outages. Best data lineage interface seen so far. Auto-coverage feature, apply monitoring rules to an entire schema in a few clicks, step-by-step documentation speeds integration, and integration covers most popular BI tools as a source. Also very active in adding new features and incorporating customer suggestions. Review collected by and hosted on G2.com. What do you dislike about Sifflet? Nothing to complain about. They're still early in product development, so I'm expecting more features like how each code change affects data, and what happens to data and downstream dependent tables once the code is deployed, right in the pull request. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? I was looking for a data observability solution that could list all data products, show lineage from source tables to user reports. Add data quality rules with minimal effort, detect anomalies and alert in a timely manner. Sifflet covers all of the above Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Zornitsa Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Zornitsa Z.") ZZ Zornitsa Z. Mid-Market (51-1000 emp.) 3/9/2023 "A great tool for data lineage and cross platform overview" 4.5/5 What do you like best about Sifflet? Sifflet is a great tool which provides full visibility of data lineage and dependencies across our organisation's data platform. It really covers everything - from where data comes from in Amazon S3, to how its transformed in dbt with different models and references, and how we surface it with our BI tool [QuickSight]. It is very useful that: - the tool can be connected to different data sources, it allows great visibility for the team; - it is the perfect start off tool for debugging and tracking dependencies; - it has ability to drill down into actual columns and see what each model has; - in our organisation we were able to integrate two different databases and monitor what is happening in both in parallel; - communication with the team at Sifflet has been amazing as well. The whole team is very helpful, communicates clearly about new features and really considers product feedback; Review collected by and hosted on G2.com. What do you dislike about Sifflet? The biggest one is tracking lineage when you have a very big model with lots of dependencies. It would be helpful if that tracking can be made more simpler, or at least be considered if people have very coupled models in their platforms. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Main ones are: - tracking data lineage and dependencies easily - seeing relationships from multiple data sources Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Henry C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Henry C.") HC Henry C. Mid-Market (51-1000 emp.) 2/22/2023 "A cool data quality tool" 4.5/5 What do you like best about Sifflet? - You can see your datasources classified in sources, asset types, status and usage. - The UI is cool and really easy to use. - You can setup alerts using custom sql. - It has integrations with Postgres, Firebolt, Snowflake and other well known DB. Review collected by and hosted on G2.com. What do you dislike about Sifflet? - The API is still in development, then you need to work in the web page to use the most of its features. - Since it is a tool relatively new, there is not too much community to ask for help (although I haven't found necessary yet) Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? To check problems in my data, for example if a field needs to be not null and suddenly it starts to be that way, I can be alerted in a short amount of time, and start to work in solutions. Review collected by and hosted on G2.com. Show More 2/27/2023 Current UserValidated ReviewerSource: Organic ![harshith g r g.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "harshith g r g.") HG harshith g r g. Process Associate Mid-Market (51-1000 emp.) 4/18/2023 "Awesome sifflet" 5/5 What do you like best about Sifflet? Helps in data and meta data monitoring covering thousands of tables producing collaboration between engineers and consumers of the data. Perfect accuracy of the datasets are maintained. The organisation of data is clear and crisp which makes user to read it easily Review collected by and hosted on G2.com. What do you dislike about Sifflet? I don't think I dislike anything on this since it helps us in monitoring the data assets, big chunks of data and also huge infrastructure in one place. Ensures the reliability of pipelines and observe some of the schema changes overall Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Convenient to have data catalog along with data quality feature.Helps trouble shooting time by half and improvise the business users data observability Helps maintaining the data quality at scale Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Kenneth M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kenneth M.") KM Kenneth M. Mid-Market (51-1000 emp.) 3/14/2023 "Peace of mind with your data" 4/5 What do you like best about Sifflet? I like the confidence Sifflet gives our team when it comes to detecting anomalies in our data. Review collected by and hosted on G2.com. What do you dislike about Sifflet? It would be great to have a connection into Castor for us to showcase our data monitoring where we have a majority of our documentation. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Sifflet is keeping us up to date with the most recent changes/updates to all our different data sources. This allows us to work with peace of mind knowing we will be alerted with any major changes/anamolies. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Pierre T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pierre T.") PT Pierre T. Enterprise (\> 1000 emp.) 3/9/2023 "Very impressed with Sifflets capabilities" 4.5/5 What do you like best about Sifflet? The thing I really like about sifflet is being able to look at the lineage of my data. It's such an easy platform to spot dependencies. Review collected by and hosted on G2.com. What do you dislike about Sifflet? For it's use case to me, I've not really found anything I don't like or would view as a negative. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Whenever there is a issue or I need to change anything upstream, it makes it dead easy for me to track depencies Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ## Pricing Insights Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 13 months [ View More Pricing Information ](https://www.g2.com/products/sifflet/pricing) Sifflet Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_1f8ef3ea8e49dda40fdea78ef1ff37b9/monte-carlo.png "Product Avatar Image") Monte Carlo 4.3/5(536) [ Compare Now ](https://www.g2.com/compare/monte-carlo-vs-sifflet) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_594278445bf849c944ed2a2b9bd8646c/soda-data.png "Product Avatar Image") Soda 4.4/5(55) [ Compare Now ](https://www.g2.com/compare/sifflet-vs-soda) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_34909953c7fc2bda31bf07c26223aad9/metaplane.png "Product Avatar Image") Metaplane 4.8/5(116) [ Compare Now ](https://www.g2.com/compare/metaplane-vs-sifflet) ##### ##### Sifflet Features Functionality Real-time Analytics Data quality monitoring Automation Management Anomaly identification Single pane view Real-time alerts Generative AI AI Text Generation [ View More Features ](https://www.g2.com/products/sifflet/features) ##### Categories on G2 [Data Quality](https://www.g2.com/categories/data-quality)[Database Monitoring](https://www.g2.com/categories/database-monitoring)[Master Data Management (MDM)](https://www.g2.com/categories/master-data-management-mdm) [Data Quality](https://www.g2.com/categories/data-quality)[Database Monitoring](https://www.g2.com/categories/database-monitoring)[Master Data Management (MDM)](https://www.g2.com/categories/master-data-management-mdm)[DataOps Platforms](https://www.g2.com/categories/dataops-platforms)[Data Observability](https://www.g2.com/categories/data-observability)[Machine Learning Data Catalog](https://www.g2.com/categories/machine-learning-data-catalog) [Show MoreShow Less](javascript:void(0);) ##### Explore More [What's the top-rated hard drive cloning software for businesses that need to clone multiple PCs fast?](https://www.g2.com/discussions/what-s-the-top-rated-hard-drive-cloning-software-for-businesses-that-need-to-clone-multiple-pcs-fast)[Which managed IoT services tools work best for small teams lacking dedicated IT support staff?](https://www.g2.com/discussions/which-managed-iot-services-tools-work-best-for-small-teams-lacking-dedicated-it-support-staff)[Top platforms for automating event workflows](https://www.g2.com/discussions/top-platforms-for-automating-event-workflows) [Which newsroom management systems combine press release distribution with media coverage tracking analytics?](https://www.g2.com/discussions/which-newsroom-management-systems-combine-press-release-distribution-with-media-coverage-tracking-analytics)[Best PRM software for remote teams](https://www.g2.com/discussions/best-prm-software-for-remote-teams)[Pros and Cons Details](https://www.g2.com/products/sifflet/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)