Narrative vs. Python vs. StarTree Comparison


Narrative	Python	StarTree	+
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About Create new streams of revenue using the data you already collect with your own branded data shop. Narrative is focused on the fundamental principles that make buying and selling data easier, safer, and more strategic. Ensure that the data you access meets your standards, whatever they may be. Know exactly who you’re working with and how the data was collected. Easily access new supply and demand for a more agile and accessible data strategy. Own your data strategy entirely with end-to-end control of inputs and outputs. Our platform simplifies and automates the most time- and labor-intensive aspects of data acquisition, so you can access new data sources in days, not months. With filters, budget controls, and automatic deduplication, you’ll only ever pay for the data you need, and nothing that you don’t.	About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.	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.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	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 Data commerce platform for companies wanting to buy and sell data	Audience Developers interested in a beautiful but advanced programming language	Audience Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
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Pricing $0 Free Version Free Trial	Pricing Free Free Version Free Trial	Pricing Free 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 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	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	Training Documentation Webinars Live Online In Person
Company Information Narrative United States www.narrative.io	Company Information Python Founded: 1991 www.python.org	Company Information StarTree Founded: 2019 United States www.startree.ai
Alternatives BDEX	Alternatives IBM SPSS Statistics IBM	Alternatives ClickHouse
Revelate	AMPL	StarRocks
Databricks Data Intelligence Platform Databricks	AppleScript Apple	Apache Druid Druid
Snowflake	Cython	Google Cloud BigQuery Google
Cloudera View All	JSON View All	Arroyo View All
Categories Big Data Data Catalog Data Collaboration Data Deduplication Data Discovery Data Exchange Data Lake Data Management Data Marketplaces Data Matching Data Monetization Data Pipeline Data Science Data Warehouse Database Identity Resolution Virtual Data Room	Categories Programming Languages	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
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 Discovery Features Contextual Search Data Classification Data Matching False Positives Reduction Self Service Data Preparation Sensitive Data Identification Visual Analytics Data Management Features Customer Data Data Analysis Data Capture Data Integration Data Migration Data Quality Control Data Security Information Governance Master Data Management Match & Merge Data Science Features Access Control Advanced Modeling Audit Logs Data Discovery Data Ingestion Data Preparation Data Visualization Model Deployment Reports Data Warehouse Features Ad hoc Query Analytics Data Integration Data Migration Data Quality Control ETL - Extract / Transfer / Load In-Memory Processing Match & Merge 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 Virtual Data Room Features Anonymity Management Audit Trail Collaboration Data Protection Data Storage Management Document Tagging Due Diligence Management Procurement Management Project Management Role-Based Permissions Secure Preview		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 AVEVA Process Simulation Boofuzz ChatGPT Cython Fuzzbuzz Grit Kiro Llama 4 Scout Ludwig NVIDIA Brev OpenAI o3 Qwen2.5-1M Restack RouteLLM Seal Security Steel.dev TinyPNG ZapHire marimo scikit-image Show More Integrations View All 4 Integrations	Integrations AVEVA Process Simulation Boofuzz ChatGPT Cython Fuzzbuzz Grit Kiro Llama 4 Scout Ludwig NVIDIA Brev OpenAI o3 Qwen2.5-1M Restack RouteLLM Seal Security Steel.dev TinyPNG ZapHire marimo scikit-image Show More Integrations View All 1203 Integrations	Integrations AVEVA Process Simulation Boofuzz ChatGPT Cython Fuzzbuzz Grit Kiro Llama 4 Scout Ludwig NVIDIA Brev OpenAI o3 Qwen2.5-1M Restack RouteLLM Seal Security Steel.dev TinyPNG ZapHire marimo scikit-image Show More Integrations View All 18 Integrations
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