GameMaker Language (GML) vs. Python vs. StarTree Comparison


GameMaker Language (GML) YoYo Games	Python	StarTree	+
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About The GameMaker Language (also called simply GML) is the proprietary GameMaker scripting language. This language is structured to permit users to create their games in an intuitive and flexible way while offering all the power of any other major programming language. It is also the basis for GML Visual and can be used in conjunction with that if required. Each event has its own tab in the editor and you can add, edit, or remove code from them at any time (for more information on events see Object Events). The code itself must have a basic structure and can contain resource indices, variables, functions, expressions, keywords, etc. all of which are explained in the sections below. If you are a novice to programming or making the switch from GML Visual, it is recommended that you start with the page on basic code structure and then read through all the other pages in this section, testing code from each one within GameMaker itself.	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 Developers and users seeking a solution to create their games in an intuitive and flexible way	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 Free Free Version Free Trial	Pricing Free Free Version Free Trial	Pricing Free Free Version Free Trial
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Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information YoYo Games United States manual.yoyogames.com/GameMaker_Language/GameMaker_Language_Index.htm	Company Information Python Founded: 1991 www.python.org	Company Information StarTree Founded: 2019 United States www.startree.ai
Alternatives C++	Alternatives IBM SPSS Statistics IBM	Alternatives ClickHouse
Small Basic	AMPL	StarRocks
RemObjects Mercury	AppleScript Apple	Apache Druid Druid
Cython	Cython	Arroyo
Visual Basic Microsoft View All	JSON View All	Google Cloud BigQuery Google View All
Categories Programming Languages	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 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 Ably Alembic Amazon Q Arm MAP Checkmarx CodeFactor Dendrite Gigasheet IBM watsonx Code Assistant KitchenAI McAnswers AI Not Diamond Oracle Cloud Functions Payzli Qualcomm AI Inference Suite Service Objects Phone Validation SolveCaptcha Unitary hug yarl Show More Integrations	Integrations Ably Alembic Amazon Q Arm MAP Checkmarx CodeFactor Dendrite Gigasheet IBM watsonx Code Assistant KitchenAI McAnswers AI Not Diamond Oracle Cloud Functions Payzli Qualcomm AI Inference Suite Service Objects Phone Validation SolveCaptcha Unitary hug yarl Show More Integrations View All 1205 Integrations	Integrations Ably Alembic Amazon Q Arm MAP Checkmarx CodeFactor Dendrite Gigasheet IBM watsonx Code Assistant KitchenAI McAnswers AI Not Diamond Oracle Cloud Functions Payzli Qualcomm AI Inference Suite Service Objects Phone Validation SolveCaptcha Unitary hug yarl Show More Integrations View All 18 Integrations
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