Software Alternatives & Startups

CodeSandbox VS DataPortia

Compare CodeSandbox VS DataPortia and see what are their differences

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CodeSandbox logo CodeSandbox

Online playground for React

DataPortia logo DataPortia

DataPortia is an industrial data acquisition software that connects to any OPC UA automation system. Collect, visualize, and analyze your process data in real time — with on-premises AI powered by local LLMs.
  • CodeSandbox Landing page
    Landing page //
    2023-07-27
  • DataPortia DataPortia customizable dashboard with gauge value chart bar and table widgets
    DataPortia customizable dashboard with gauge value chart bar and table widgets //
    2026-03-11
  • DataPortia DataPortia tabular report with aggregated industrial data and CSV PDF export options
    DataPortia tabular report with aggregated industrial data and CSV PDF export options //
    2026-03-11
  • DataPortia DataPortia interactive trend charts showing historical OPC UA process data visualization
    DataPortia interactive trend charts showing historical OPC UA process data visualization //
    2026-03-11
  • DataPortia DataPortia AI analysis wizard with anomaly detection and local LLM powered insights
    DataPortia AI analysis wizard with anomaly detection and local LLM powered insights //
    2026-03-11
  • DataPortia DataPortia OPC UA tag configuration with blocks categories and multilingual comments
    DataPortia OPC UA tag configuration with blocks categories and multilingual comments //
    2026-03-11
  • DataPortia DataPortia AI chat interface for natural language industrial data analysis
    DataPortia AI chat interface for natural language industrial data analysis //
    2026-03-11

DataPortia is an advanced industrial data acquisition and reporting software that connects to automation systems via OPC UA protocol. It stores time-series data in a PostgreSQL/TimescaleDB database and provides a web-based interface for real-time monitoring, trend analysis, and report generation.

Key Features: - Efficient data acquisition from automation systems via OPC UA protocol - Support for multiple simultaneous OPC UA connections with redundancy - Real-time dashboard with gauges, charts, bar charts, and tables - Interactive trend views with ECharts visualization and color customization - Comprehensive reporting with CSV and PDF export - Automated report scheduling (daily, weekly, monthly, custom) - AI-powered data analysis with local Ollama LLM (anomalies, forecasts, reports) - OPC UA Alarms & Conditions management with analytics and export - OPC UA history read from server historian - Calculation circuits (cumulative and non-cumulative formulas) - Tag transfer, copy and merge between connections - TimescaleDB time-series database with efficient compression and retention - Continuous aggregates (minute, hourly, daily, weekly) for fast queries - Automatic database backup and restore with scheduling - User management with role-based permissions (local or Azure AD) - Licensing: perpetual, trial, and floating licenses - Automatic HTTPS certificate management - API interface for third-party systems - Web interface for all devices (Finnish/English/Swedish/German)

System Requirements: - Windows 10/11 or Windows Server 2016+ (or Linux) - PostgreSQL 18 + TimescaleDB extension (included in setup) - Minimum 8 GB RAM (16 GB+ recommended) - Minimum 100 GB disk space (depending on data volume)

CodeSandbox

$ Details
Platforms
-
Release Date
2017 January
Startup details
Country
The Netherlands
City
Amsterdam
Founder(s)
Bas Buursma
Employees
1 - 9

DataPortia

Website
atorcom.fi
$ Details
paid Free Trial €4,000 / One-off (Price scales by number of OPC UA connections)
Platforms
Windows Linux
Release Date
2025 January
Startup details
Country
Finland
Founder(s)
Antti Haaraniemi
Employees
1 - 9

CodeSandbox features and specs

  • Ease of Use
    CodeSandbox offers an intuitive interface that allows developers to quickly start coding without the need for complex setup or configuration.
  • Instant Collaboration
    The platform supports real-time collaboration, enabling multiple developers to work on the same project simultaneously.
  • Pre-configured Environments
    It provides a variety of pre-configured templates for popular frameworks like React, Vue, and Angular, which saves time on setting up development environments.
  • Integrated Development
    CodeSandbox includes built-in terminal access and npm/yarn package management, making it possible to manage dependencies directly within the editor.
  • Live Previews
    Code changes are instantly compiled and displayed, providing immediate feedback with live previews of the application.
  • GitHub Integration
    Seamless integration with GitHub allows importing and exporting repositories, making it easier to manage version control and workflows.
  • Accessibility
    Being a web-based IDE, CodeSandbox can be accessed from any device with an internet connection, enhancing flexibility and mobility.

Possible disadvantages of CodeSandbox

  • Performance Issues
    Some users experience lag and slower performance, particularly with larger projects, compared to local development environments.
  • Limited Customization
    While convenient, the pre-configured environments might limit advanced customization options available in local IDEs.
  • Dependency on Internet
    As an online platform, a stable internet connection is required to use CodeSandbox effectively, which could be a limitation in areas with poor connectivity.
  • Free Tier Limitations
    The free version comes with certain restrictions on resources and functionality, which might not be sufficient for larger or more complex projects.
  • Security Concerns
    Storing code in an online platform can raise security concerns, especially for sensitive or proprietary projects.
  • Learning Curve
    Despite its ease of use, developers new to online IDEs might face a learning curve in adapting from traditional, local development environments.

DataPortia features and specs

  • OPC UA protocol
    Efficient data acquisition from automation systems via OPC UA protocol
  • Dashboard
    Real-time dashboard with gauges, charts, bar charts, and tables
  • Trends
    Interactive trend views with ECharts visualization and color customization
  • Reports
    Comprehensive reporting with CSV and PDF export
  • Automated reports
    Automated report scheduling (daily, weekly, monthly, custom)
  • AI analysis
    AI-powered data analysis with local Ollama LLM (anomalies, forecasts, reports)
  • Alarms analysis
    OPC UA Alarms & Conditions management with analytics and export
  • Web interface
    Web interface for all devices (Finnish/English/Swedish/German)
  • Multiplatform
    Supports linux and windows platforms
  • API Access
    API Interface for third-party systems

Analysis of CodeSandbox

Overall verdict

  • Yes, CodeSandbox is a highly regarded tool among developers, especially for quick prototyping and collaborative coding.

Why this product is good

  • Ease of Use: CodeSandbox provides an intuitive and user-friendly interface, making it accessible for beginners and efficient for experienced developers.
  • Collaboration: Real-time collaborative features allow multiple developers to work on the same project simultaneously.
  • Integration: It offers seamless integration with popular version control systems like GitHub, making it easy to import/export projects.
  • Environment: Supports a wide range of JavaScript frameworks and libraries, such as React, Vue, and Angular, enabling rapid building of applications.
  • Cloud-Based: Being cloud-based means no setup is required, and projects can be accessed anywhere with an internet connection.

Recommended for

  • Front-end Developers: Suitable for developers who want to quickly build and test front-end applications without local setup.
  • Educators and Students: Ideal for teaching and learning coding due to its collaborative and interactive code editing features.
  • Prototypers: Those looking for a fast way to prototype ideas in a conducive and integrated environment.
  • Open Source Contributors: Simplifies the process of reviewing and testing contributions to open-source projects.

Analysis of DataPortia

Overall verdict

  • I don't have verified, up-to-date information about DataPortia at atorcom.fi, so I can't confirm its quality, reliability, or legitimacy. Before using or purchasing, it's recommended to research independently through reviews, company registration details, and user feedback.

Why this product is good

  • No verified public information or reviews were found for this specific product/service
  • Unable to confirm company legitimacy, security practices, or customer support quality
  • Cannot verify pricing, feature claims, or performance benchmarks without direct access to current data

Recommended for

  • Users should conduct independent due diligence, including checking domain registration history, business registration, and third-party reviews (e.g., Trustpilot, G2)
  • Consider reaching out to the company directly for references, case studies, or a trial before committing
  • Best suited for cautious buyers who verify data privacy policies and terms of service before use

CodeSandbox videos

A browser IDE that's actually GOOD? (CodeSandbox.io Review!)

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DataPortia videos

No DataPortia videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to CodeSandbox and DataPortia)
Text Editors
100 100%
0% 0
Reporting & Dashboard
0 0%
100% 100
Programming
100 100%
0% 0
Automation
0 0%
100% 100

Questions & Answers

As answered by people managing CodeSandbox and DataPortia.

Who are some of the biggest customers of your product?

DataPortia's answer:

  • PCS-Engineering Oy (Finnish automation integrator and reseller partner)

DataPortia is an early-stage product currently used by industrial automation companies in Finland. Our reseller partner PCS-Engineering Oy deploys DataPortia for their industrial clients. We are actively expanding to energy plants, district heating networks, and manufacturing facilities across the Nordics and DACH regions.

What makes your product unique?

DataPortia's answer:

DataPortia is the only industrial data acquisition software that combines on-premises AI analytics with OPC UA connectivity — all without any cloud dependency. What makes it unique:

  • Local AI analysis powered by Ollama LLM — your process data never leaves your network. Supports anomaly detection, forecasting, cost optimization, and natural language queries directly on your production data.

  • Extreme throughput: handles 2,000+ measurement points per second across 10+ simultaneous OPC UA connections, storing up to 172 million rows per day in TimescaleDB.

  • True on-premises architecture — no subscriptions to cloud services, no data leaving the plant. Critical for industries with strict cybersecurity and data sovereignty requirements.

  • 4-language UI (Finnish, English, Swedish, German) built in — not bolted on. Every screen, tooltip, help page, and AI prompt works natively in all four languages.

  • Runs on commodity hardware — PostgreSQL + TimescaleDB instead of expensive proprietary historian databases. Compresses 126 billion rows into ~1.2 TB.

Why should a person choose your product over its competitors?

DataPortia's answer:

Compared to alternatives like Ignition, WinCC, Wonderware, or AVEVA:

  • No cloud lock-in: Unlike cloud-based IoT platforms, DataPortia runs entirely on-premises. Your data stays in your network — no recurring cloud fees, no vendor dependency.

  • Built-in AI analytics: Competitors require separate, expensive AI add-ons or cloud services. DataPortia includes local AI analysis (anomaly detection, forecasting, cost optimization) out of the box via Ollama.

  • Lower total cost: Uses open-source PostgreSQL/TimescaleDB instead of proprietary historian databases. No per-tag licensing — connect unlimited measurement points.

  • OPC UA native: Connects to any OPC UA-compatible system (Siemens, ABB, Valmet, Beckhoff, Schneider, Honeywell, Rockwell) with built-in redundancy/failover.

  • Modern web interface: Responsive dashboards, interactive trends with drag-to-zoom, automated PDF/CSV reports — accessible from any device without installing client software.

  • Free 30-day trial with full functionality, including AI features.

How would you describe the primary audience of your product?

DataPortia's answer:

DataPortia serves industrial professionals who need reliable, real-time process data — without cloud complexity:

  • Automation engineers managing OPC UA-connected control systems (PLC, SCADA, DCS)

  • Plant managers at energy plants, district heating networks, and manufacturing facilities who need dashboards and automated reports

  • Process engineers in power generation, water treatment, waste incineration, and process industry who analyze trends and optimize operations

  • IT/OT professionals responsible for on-premises data infrastructure and cybersecurity compliance

  • System integrators deploying monitoring solutions for industrial clients (Siemens PCS7, ABB, Valmet, Beckhoff environments)

The common thread: organizations that handle sensitive industrial data and need powerful analytics without sending data to the cloud.

What's the story behind your product?

DataPortia's answer:

DataPortia was born from a real gap in the industrial automation market. Traditional SCADA historians and reporting tools are either prohibitively expensive, locked into proprietary ecosystems, or require cloud connectivity that many industrial facilities cannot accept for security reasons.

Built by Atorcom in Karstula, Finland, DataPortia was designed from the ground up to solve this: give industrial operators a modern, affordable, and secure way to collect, visualize, and analyze their automation data — entirely on-premises.

The product evolved through direct experience with Finnish energy plants and process facilities, where the need for local AI analytics became clear. In 2025, DataPortia integrated Ollama-based local LLM analysis, making it one of the first industrial data tools to offer AI-powered anomaly detection, forecasting, and cost optimization without any cloud dependency.

Today, DataPortia connects to any OPC UA automation system and processes thousands of measurement points per second — all running on standard PostgreSQL/TimescaleDB, proving that industrial-grade performance doesn't require enterprise-grade pricing.

Which are the primary technologies used for building your product?

DataPortia's answer:

  • ASP.NET Core 9.0 (.NET 9) — Backend framework, self-hosted Kestrel server

  • PostgreSQL 18 + TimescaleDB — Time-series database with hypertables, compression, and continuous aggregates

  • OPC UA (OPCFoundation.NetStandard) — Industrial automation connectivity protocol

  • Ollama — Local large language model runtime for on-premises AI analysis

  • Entity Framework Core 9.0 + Dapper — ORM and raw SQL queries

  • ECharts 5.6 — Interactive chart visualization (dashboards, trends, analysis)

  • Microsoft.Identity.Web — Optional Azure AD authentication

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare CodeSandbox and DataPortia

CodeSandbox Reviews

8 Best Replit Alternatives & Competitors in 2022 (Free & Paid) - Software Discover
Codesandbox is an online code editor and prototyping tool that makes creating and sharing web apps faster. Codesandbox: Online code editor and ide for rapid web development.
12 Best Online IDE and Code Editors to Develop Web Applications
CodeSandbox can be thought of as a much more powerful and complete take on JSFiddle. True to its name, CodeSandbox provides a complete code editor experience and a sandboxed environment for front-end development.
Source: geekflare.com

DataPortia Reviews

We have no reviews of DataPortia yet.
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Social recommendations and mentions

Based on our record, CodeSandbox seems to be more popular. It has been mentiond 313 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

CodeSandbox mentions (313)

  • React Tutorial Beginner - `useState` and `useEffect` with Example Code
    To begin, you can start creating your own react app using the command line or can directly go to CodeSandbox if you want to skip using the command line which is faster. CodeSandbox is an online code editor and prototype tool that speeds up the creation and sharing of web apps where you can directly deploy your app without any hustle. - Source: dev.to / 4 months ago
  • Event Handling for React Beginners - Tutorial Example Code
    To begin, you can create a react app using the command line or any code editor (e.g., VSCode). You can also try using CodeSandbox as an online code editor that is simple to use and allows you to deploy your code. - Source: dev.to / 4 months ago
  • Don't get scammed on an interview.
    If you are in a rush to open unknown repos, use GitHub Codespaces or codesandbox with Copilot or another AI integration to analyze the repo for malicious intent and to run it in a safe environment. - Source: dev.to / 10 months ago
  • How To Install Shadcn UI In React JS
    CodeSandbox Examples: Check out CodeSandbox for live projects using Shadcn UI. It’s a great way to see the toolkit in action. - Source: dev.to / over 1 year ago
  • Thankful for CodeSandbox
    I am thankful for a platform like CodeSandbox because it allows me to offload majority of the processing power and memory resources to the cloud. With a local VS Code installed, I can tunnel in via a remote connection to work on my projects, tinker, or do a deep-dive on certain topics; all while ensuring that the RPi 4 still has sufficient resources left to run other things in the background. - Source: dev.to / over 1 year ago
View more

DataPortia mentions (0)

We have not tracked any mentions of DataPortia yet. Tracking of DataPortia recommendations started around Mar 2026.

What are some alternatives?

When comparing CodeSandbox and DataPortia, you can also consider the following products

CodePen - A front end web development playground.

Ignition App - Reclaim time, profitability and cash flow with Ignition by automating proposals, billing, payment collection and workflows in a single platform.

replit - Code, create, andlearn together. Use our free, collaborative, in-browser IDE to code in 50+ languages — without spending a second on setup.

Adeptia - Adeptia Connect is an application to modernize the onboarding of data within the partner ecosystem using a self-service approach for business and IT.

JSFiddle - Test your JavaScript, CSS, HTML or CoffeeScript online with JSFiddle code editor.

DataSci Pro - AI tools for data analysis, visualization, and data reports