Monte Carlo Recognized as the #1 Data Observability Platform by G2 for 8th Consecutive Quarter
This summer, we’re celebrating eight straight quarters as G2’s #1 Data Observability Platform — and just crossed over 400 customer reviews on G2. This feels like a pretty big milestone because G2 recognition comes directly from the people actually using our platform day in and day out. These aren’t analyst opinions or marketing fluff — these are real data teams telling us whether the Monte Carlo platform actually helps them sleep better at night (spoiler: they say it does).
This recognition matters more than ever because data quality matters more than ever. As our customers pursue AI-readiness, having trustworthy and reliable data is fundamental to their success. Helping teams create value from their data has always been core to our mission, and it’s so rewarding to know our hard work is paying off for our customers.
In the Summer 2025 awards, we were recognized as #1 in data observability, overall and for the enterprise. We received 29 #1 rankings overall, and 51 total badges, including #1 in Data Observability, DataOps Platform, and Enterprise Database Monitoring.
Our team works hard to earn this feedback. Over the last few months, that has included new features and partnerships like:
- Enabling Databricks customers to reliable AI applications by extending observability in the Databricks Data Intelligence Platform through new integrations with Databricks AI/BI and Unity Catalog Metrics
- Being named Databricks’ 2025 Data Governance Partner of the Year
- Helping Snowflake customers make more reliable data-driven decisions by supporting Snowflake Cortex Agents
- Releasing Monitor Recommendations, a native Monte Carlo feature that uses data profiling to suggest deep, one-click data quality monitors users can deploy across critical products
- Launching an EU hosting option to help organizations across Europe meet local data privacy and compliancy requirements while adopting best-in-class observability
All the while, we’re maintaining our commitment to help customers navigate the rapid-fire pace of change when it comes to best practices for building trustworthy AI products — providing resources like a quick-start guide to MCP, a rundown of real-life AI reliability challenges, and answers to burning questions like RAG vs CAG.
Our positive reviews reinforce that with Monte Carlo monitoring data quality throughout data and AI pipelines, data teams are finding greater peace of mind — and driving real business value.
“Data observability enables you to understand the quality of your data, data lineage, and data impact and the financial cost of your data being down,” says Michael Weiss, AVP Product Management at Nasdaq. “Data in the wild doesn’t stay static, and what you’re doing today may not be relevant in six months. That’s where data observability really shines, because it provides the mechanism to understand what your data is doing over time.”
This year, a Forrester Total Economic Impact™ study found that Monte Carlo delivers a 358% return on investment and makes a significant impact on reclaiming data personnel hours, avoiding lost revenue due to data downtime, and improves the efficacy of AI and ML models.
This kind of industry validation is wonderful — but we’re just as excited about the real customer feedback we’ve received on G2 this year.
Here are all the #1 spots we earned this quarter:
- #1 India Regional Grid® Report for Data Observability
- #1 Asia Regional Grid® Report for Data Observability
- #1 Asia Pacific Regional Grid® Report for Data Observability
- #1 Europe Regional Grid® Report for DataOps Platforms
- #1 EMEA Regional Grid® Report for DataOps Platforms
- #1Enterprise Europe Regional Grid® Report for Database Monitoring
- #1 Enterprise EMEA Regional Grid® Report for Database Monitoring
- #1 Mid-Market EMEA Regional Grid® Report for Database Monitoring
- #1 Mid-Market Europe Regional Grid® Report for Database Monitoring
- Enterprise India Regional Grid® Report for Database Monitoring
- #1 Europe Regional Grid® Report for Database Monitoring
- #1 EMEA Regional Grid® Report for Database Monitoring
- #1 Enterprise Relationship Index for Data Observability
- #1 Mid-Market Relationship Index for Data Observability
- #1 Enterprise Relationship Index for Database Monitoring
- #1 Mid-Market Relationship Index for Database Monitoring
- #1 Enterprise Grid® Report for Data Observability
- #1 Mid-Market Grid® Report for Data Observability
- #1 Grid® Report for Data Observability
- #1 Mid-Market Grid® Report for Database Monitoring
- #1 Mid-Market EMEA Regional Grid® Report for Data Quality
- #1 Europe Regional Grid® Report for Data Quality
- #1 EMEA Regional Grid® Report for Data Quality
- #1 Mid-Market Relationship Index for Data Quality
- #1 Enterprise Relationship Index for Data Quality
- #1 Relationship Index for Data Quality
- #1 Mid-Market Grid® Report for Data Quality
- #1 Enterprise Grid® Report for Data Quality
- #1 Grid® Report for Data Quality
And beyond the numbers, let’s take a look at what real Monte Carlo customers have to say:
Thanks to everyone who took the time to review us on G2. Your feedback doesn’t just help other teams make better decisions — it helps us build a better product. Here’s to reliable data, successful AI projects, and fewer 3 AM pages about broken pipelines.
Our promise: we will show you the product.
