StarTree vs. mLab Comparison


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About StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning: - Data Volume: query performance sustained at petabyte scale - Ingest Rates: millions of events per second, continuously indexed for freshness - Concurrency: thousands to millions of simultaneous users served with sub-second latency With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.	About Now part of the MongoDB family, powering over 1 million deployments worldwide. Use the cloud datacenter of your choice. Once your database is ready, just plug a code into your app. Customize your install to your business needs. On-demand provisioning on the major clouds. Seamless, zero-downtime scaling and high availability via auto-failover on production-ready plans. Unlimited backups on Dedicated plans; free daily backup on other plans. Free and easy backup restores. Unlimited backups on Dedicated plans; free daily backup on other plans. Free and easy backup restores. Unlimited backups on Dedicated plans; free daily backup on other plans. Free and easy backup restores. Web GUI for editing documents, running queries (including saved searches), and viewing results in tabular format. Continuous, 24x7 monitoring with performance graphs and custom alerting. Index and performance suggestions provided by mLab's Slow Query Analyzer.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads	Audience Anyone in need of a Database-as-a-Service solution
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Free Trial	Pricing $15 per GB Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information StarTree Founded: 2019 United States www.startree.ai	Company Information mLab Founded: 2011 United States mlab.com
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Categories Auto Scaling Big Data Columnar Databases Data Analysis Data Management Database Database as a Service (DBaaS) Database Management Systems (DBMS) OLAP Databases Query Engines Real-Time Analytic Databases Real-Time Data Streaming Root Cause Analysis Streaming Analytics	Categories Database as a Service (DBaaS)
Show More Features Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Database Features Backup and Recovery Creation / Development Data Migration Data Replication Data Search Data Security Database Conversion Mobile Access Monitoring NOSQL Performance Analysis Queries Relational Interface Virtualization Streaming Analytics Features Data Enrichment Data Wrangling / Data Prep Multiple Data Source Support Process Automation Real-time Analysis / Reporting Visualization Dashboards
Integrations Microsoft Azure Amazon Kinesis Amazon Redshift Amazon S3 Amazon Web Services (AWS) Apache Flink Apache Kafka Apache Pinot Apache Pulsar Confluent Databricks Data Intelligence Platform Delta Lake Embeddable Google Cloud BigQuery Google Cloud Platform Hadoop MySQL Redpanda Snowflake Tableau Show More Integrations View All 18 Integrations	Integrations Microsoft Azure Amazon Kinesis Amazon Redshift Amazon S3 Amazon Web Services (AWS) Apache Flink Apache Kafka Apache Pinot Apache Pulsar Confluent Databricks Data Intelligence Platform Delta Lake Embeddable Google Cloud BigQuery Google Cloud Platform Hadoop MySQL Redpanda Snowflake Tableau Show More Integrations View All 3 Integrations
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