Training Example: SourceForge – Review the Data, Give Your Score & Compare to the Real AI Evaluation

[H3] Compare & Review Business Software
SourceForge is a complete business software and services comparison platform where buyers find, compare, & review business software and IT services. Selling software? You're in the right place. We'll help you reach millions of intent-driven software and IT buyers and influencers every day.
Browse Business Software

[H3]
SourceForge Podcast Latest Episode

[H3] Make Your Projects Come To Life

With the tools we provide, developers on SourceForge have created over 500,000 software projects; we host over 2.1 million registered users. Our popular directory connects
nearly 20 million visitors and serves more than 2.6 million software downloads a day.

Join & Create

[H3] Popular Software

[IMG: Gemini Enterprise Agent Platform]

[H2] Gemini Enterprise Agent Platform

961 Ratings

Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance.

Learn More

Visit Website

[IMG: NinjaOne]

[H2] NinjaOne

4,660 Ratings

NinjaOne unifies IT to simplify work for 35,000+ customers in 140+ countries.

The NinjaOne Unified IT Operations Platform delivers endpoint management, autonomous patching, backup, and remote access in a single console to improve efficiency, increase resilience, and reduce spend. By automating IT and managing all endpoints, organizations give employees a great technology experience to work faster, smarter, and easier while IT teams modernize and improve efficiency.

NinjaOne is a Leader in the Gartner Magic Quadrant for Endpoint Management Tools. The company is obsessed with customer success and has retained a 98% customer satisfaction score for more than 5 years.

Learn More

Visit Website

[IMG: Google Cloud Platform]

[H2] Google Cloud Platform

60,933 Ratings

Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes.

New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage limits.

Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging.

Learn More

Visit Website

[H2] Downloads & Statistics
Our free, managed, global mirror network provides a better experience for your downloaders. And you get access to download statistics to find out who your users are.
Unlimited bandwidth for Open Source projects
Extensive worldwide mirror network
Download statistics over time, by platform, and by region.
Analytics are completely free, take no time to set up. Learn how and where your software is downloaded.
Automatic platform detection: Windows, Mac, and Linux users get the right release, and you get the stats!

[IMG: Download statistics]

×

[IMG: Download statistics]

[H2] Open Source Directory
How will anyone know about your project if they can't find it? Your project is added to our
Open Source Directory where potential users can browse and search for software.
Categorize your project by topic, platform, license, etc
We promote great projects as a staff pick, featured project, or project of the month.
Users can review and recommend your project.
Make your project stand out with screenshots and videos.
Your project page can be shared with Twitter and Facebook.
All downloads are scanned for malware, and served securely.

[IMG: Directory]

×

[IMG: Directory]

[H2] Forums, Blogs & Mailing Lists
Discussion forums are a standard tool, and are the communication hub of many projects.
Subscribe to forums by email or rss
Reply to forum posts by email
Project admins can moderate discussion posts
Spam bot protection
Allow anonymous posting, only logged in users, or even a specific list of users
If you prefer, your project can have a traditional mailing list
Blog tool with threaded discussion
Set posts to draft mode while working on them
Full threaded discussion on blog posts, linking to other artifacts, and markdown formatting just like other tools

[IMG: Threaded discussion]

×

[IMG: Threaded discussion]

[H2] Integrated Issue Tracking
Issue tracking in SourceForge has been rethought from the ground up. Some of the features we’re particularly proud of are:
Tickets (and all other SourceForge tools) let you use Markdown for formatting, and attach files.
You can organize tickets with milestones, custom fields, and labels
In addition to simple search, an advanced search syntax is available. Favorite searches can be saved for frequent use.
Threaded discussion on tickets
Subscribe to tracker updates through email or rss
Links and backlinks to other artifacts throughout SourceForge (all of our tools have this)

[IMG: Searching for tickets]

×

[IMG: Searching for tickets]

[H2] Code Repositories
Of course the heart of your Open Source project is the source code, and this is an area where we really shine.
Host code with git, Mercurial (hg), or Subversion (svn)
Browser-based code browsing
Link commits to tickets and other artifacts
View color-coded commit diffs
Forking and merge requests with git and hg
View commit history as a graph

[IMG: Viewing a commit diff]

×

[IMG: Viewing a commit diff]

[H2] Documentation
Helping your users use your product is as important as making it in the first place. So we offer several different ways to create your documentation. We start with a wiki, but you can install and use any tools that you want in your project web space.
Make wiki pages with markdown, attachments, threaded discussion, artifact linking
Syntax highlighting for code snippets
Browse wiki pages by name or tags
Custom wiki macros make common tasks easier

[IMG: Wiki page]

×

[IMG: Wiki page]

[H2] And, it’s Open Source
And, as if all of that wasn’t enough, the SourceForge platform runs on Apache Allura which itself is Open Source!
You can download it, host your own forge, and make enhancements to the code.
We would love to have you help contribute to the Allura platform.
Since 1999, thousands of projects have chosen SourceForge to host not just their source code, but also their project communities. You'll be in great company.
Apache OpenOffice
PortableApps
KeePass

[IMG: Open Source]

[H2] Ready? Let's get started.
Create Your Project Now

[H2] Support
Site Documentation

[H2] FAQs:
I can't access my account
How do I find a project?
See more...

[H2] Contact Us

Support for SourceForge services is provided as follows:

Login and report an issue with SourceForge services (tickets are public unless flagged Private).
Contact us by email regarding SourceForge services at
Support Service Levels
[H2] Enhancements
Request an enhancement
Contribute to Apache Allura, the platform powering our developer tools.

[H2] Report Abuse or Inappropriate Content

File Abuse Report

See a bad ad? Click the "Report" link next to the ad.

[H2] Report a Security Issue
Please see our Security page for information
on reporting security issues with SourceForge services.

[H1] Compare Business Software

View:
Open Source
Commercial

Guide

Compare business software, products, and services to find the best solution for your business or organization. Use the filters on the left to drill down by category, pricing, features, organization size, organization type, region, user reviews, integrations, and more. View and sort the products and solutions that match your needs in the results below.

1

[IMG: NinjaOne]

[H3] NinjaOne

NinjaOne

NinjaOne unifies IT to simplify work for 35,000+ customers in 140+ countries.

The NinjaOne Unified IT Operations Platform delivers endpoint management, autonomous patching, backup, and remote access in a single console to improve efficiency, increase resilience, and reduce spend. By automating IT and managing all endpoints, organizations give employees a great technology experience to work faster, smarter, and easier while IT teams modernize and improve efficiency.

NinjaOne is a Leader in the Gartner Magic Quadrant for Endpoint Management Tools. The company is obsessed with customer success and has retained a 98% customer satisfaction score for more than 5 years.

[IMG: Leader badge]

4,660 Ratings

View
Software

Visit Website

2

[IMG: Freshservice]

[H3] Freshservice

Freshworks

If you're looking for an IT service desk solution that's actually simple, turn to Freshservice. A plug-and-play ITIL service desk by Freshworks, Freshservice helps businesses modernize IT and other business functions--without the cost and complexity. Freshservice offers everything teams need for proactive IT service management, including ticketing and asset management, configuration management and enhanced impact analysis, robust incident management functionalities, and more.

[IMG: Leader badge]

2,017 Ratings

Starting Price:
$19/agent/month

View
Software

Visit Website

3

[IMG: Google Cloud Platform]

[H3] Google Cloud Platform

Google

Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes.

New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage limits.

Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging.

[IMG: Leader badge]

60,933 Ratings

Starting Price:
Free ($300 in free credits)

View
Software

Visit Website

4

[IMG: SuperOps]

[H3] SuperOps

SuperOps

SuperOps is a future-ready, unified PSA-RMM platform for fast-growing MSPs. Powered with the goodness of AI and intelligent automation, SuperOps is packed with all the features and tools that a modern MSP needs, including project management and IT documentation.

MSPs no longer need to toggle between tools to manage different pieces of their work. With SuperOps, MSPs can break free from disjointed, legacy tools and experience a platform that’s built for the cloud and designed to make MSPs’ work and life easier.

222 Ratings

Starting Price:
$79/tech/month

View
Software

Visit Website

5

[IMG: Atera]

[H3] Atera

Atera

Atera, the first and only Agentic AI platform for IT management, offers IT teams and MSPs a digital workforce of AI agents to preemptively and autonomously manage their entire IT operations. Its all-in-one platform combines RMM, helpdesk, ticketing, and automation to reduce downtime, improve SLAs, and free IT teams to focus on strategic work over mundane tasks.

At the core of Atera’s platform are two powerful AI agents built to enhance every layer of IT operations. AI Copilot helps technicians troubleshoot devices, run diagnostics, and generate actionable solutions in real time. IT Autopilot delivers 24/7/365, autonomously resolving Tier-1 issues and reducing IT workload by up to 40%. It acts like a personal AI technician for every employee, freeing your team to focus on what really matters.

Trusted by 13K+ customers in over 120 countries, Atera scales with your needs while maintaining the highest security and compliance standards.

[IMG: Leader badge]

1,986 Ratings

Starting Price:
30-DAY FREE TRIAL

View
Software

Visit Website

6

[IMG: New Relic]

[H3] New Relic

New Relic

There are an estimated 25 million engineers in the world across dozens of distinct functions. As every company becomes a software company, engineers are using New Relic to gather real-time insights and trending data about the performance of their software so they can be more resilient and deliver exceptional customer experiences. Only New Relic provides an all-in-one platform that is built and sold as a unified experience. With New Relic, customers get access to a secure telemetry cloud for all metrics, events, logs, and traces; powerful full-stack analysis tools; and simple, transparent usage-based pricing with only 2 key metrics. New Relic has also curated one of the industry’s largest ecosystems of open source integrations, making it easy for every engineer to get started with observability and use New Relic alongside their other favorite applications.

[IMG: Leader badge]

2,913 Ratings

Starting Price:
Free

View
Software

Visit Website

7

[IMG: Phonexa]

[H3] Phonexa

Phonexa

Phonexa is an enterprise-grade tracking and distribution platform for calls, leads, fraud, and compliance, in addition to a fully integrated stack of tools that enable marketers to track and optimize performance.

At the core of the Phonexa ecosystem are LMS Sync for intelligent lead management and lead distribution, and Call Logic for advanced call tracking, routing, AI Call Agents, and pay-per-call campaigns, each enhanced by automation and real-time analytics.

With a global presence, Phonexa supports clients across diverse industries, including insurance, financial services, home services, and beyond.

237 Ratings

View
Software

Visit Website

8

[IMG: Gemini Enterprise Agent Platform]

[H3] Gemini Enterprise Agent Platform

Google

Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance.

961 Ratings

Starting Price:
Free ($300 in free credits)

View
Software

Visit Website

9

[IMG: Pipedrive]

[H3] Pipedrive

Pipedrive

Pipedrive is a web-based sales CRM (customer relationship management) software that lets sales teams track pipelines, optimize leads, manage deals and automate their entire sales process to focus on selling.

Pipedrive’s simple interface empowers salespeople to streamline workflows and unite sales tasks in one workspace. Unlock instant sales insights with Pipedrive’s visual sales pipeline and fine-tune your strategy with robust reporting features and a personalized AI Sales Assistant. Reach the right contacts at the right time with intelligent lead segmenting and activity reminders that tell you when to take action. When it’s time to seal the deal, compose instant, irresistible sales emails in just one click. With Pipedrive, winning has never been easier.

[IMG: Leader badge]

10,300 Ratings

Starting Price:
$24/month

View
Software

Visit Website

10

[IMG: Rippling]

[H3] Rippling

Rippling

Streamline your business with Rippling’s all-in-one platform for HR, IT, payroll, and spend management. Effortlessly manage the entire employee lifecycle, from hiring to benefits administration. Automate HR tasks, ensure compliance, and streamline approvals. Simplify IT with device management, software access, and compliance monitoring, all from one dashboard. Enjoy timely payroll, real-time financial visibility, and dynamic spend policies. Rippling empowers your business to save time, reduce costs, and enhance efficiency, allowing you to focus on growth. Experience the power of unified management with Rippling today.

19,366 Ratings

Starting Price:
$8 PEPM

View
Software

Visit Website

11

[IMG: 3CX]

[H3] 3CX

3CX

3CX is a software-based, open standards IP PBX that offers complete Unified Communications, out of the box. Suitable for any business size or industry 3CX can accommodate every need; from mobility and status to advanced contact center features and more, at a fraction of the cost. Ideal for companies working remotely, 3CX includes mobile apps, video conferencing and website live chat.

Installation, management and maintenance of the PBX is so easy that you can effortlessly manage it yourself, whether on an appliance or server at your premise on Windows, Linux or in the cloud. Alternatively you can choose to have it hosted by 3CX for a completely hassle-free solution.

[IMG: Leader badge]

1,234 Ratings

Starting Price:
Free for up to 10 users

[IMG: Partner badge]

View
Software

Visit Website

12

[IMG: Nexo]

[H3] Nexo

Nexo

Nexo is a premier digital assets wealth platform designed to empower clients to grow, manage, and preserve their crypto holdings. Our mission is to lead the next generation of wealth creation by focusing on customer success and delivering tailored solutions that build enduring value, supported by 24/7 client care.

Since 2018, Nexo has provided unmatched opportunities to forward-thinking clients in over 200 jurisdictions. With over $7 billion in AUM and $320 billion processed, we bring lasting value to millions worldwide. Our all-in-one platform combines advanced technology with a client-first approach, offering high-yield flexible and fixed-term savings, crypto-backed loans, sophisticated trading tools, and liquidity solutions, including the first crypto debit/credit card. Built on deep industry expertise, a sustainable business model, robust infrastructure, stringent security, and global licensing, Nexo champions innovation and long-lasting prosperity.

17,001 Ratings

Starting Price:
Free

View
Software

Visit Website

13

[IMG: eToro]

[H3] eToro

eToro

Create a portfolio as unique as you are. On eToro, you have the freedom to choose from variety of cryptocurrencies, stocks and ETFs, and a number of unique investments like Smart Portfolios to create an investment strategy that is fit to you. Or, follow one of our Popular Investors, and make their crypto strategy, your strategy. Don’t invest unless you’re prepared to lose all the money you invest.

With a clean and simple interface, no hidden fees, and top security for your peace of mind, eToro can take some of the stress out of investing. Plus, learn as you invest, with tools like our virtual $100k portfolio and the eToro Academy. Get started with this fintech leader today, and join over 20M other users investing in stocks, crypto, and community.

[IMG: Leader badge]

31,115 Ratings

Starting Price:
1%

[IMG: Partner badge]

View
Software

Visit Website

14

[IMG: Motivosity]

[H3] Motivosity

Motivosity

Motivosity is an employee recognition and rewards platform that helps companies build stronger culture, increase engagement, and foster connection.

From peer-to-peer appreciation to manager bonuses, milestone celebrations, and lifestyle rewards, Motivosity makes it easy to show gratitude at scale. Employees can redeem rewards through Amazon, PayPal, branded swag, and more. HR teams get tools for surveys, engagement tracking, and analytics—all integrated with Slack, Teams, ADP, Workday, and most HRIS platforms.

It’s simple to use, quick to implement, and drives real results: Motivosity customers see lower turnover, higher eNPS, and deeper peer connection. With customizable rewards, lifestyle spending accounts, and built-in feedback tools like MV6, Motivosity gives HR leaders a modern way to support employee well-being, boost morale, and build cultures of gratitude that actually stick.

[IMG: Leader badge]

4,608 Ratings

View
Software

Visit Website

15

[IMG: ManageEngine Endpoint Central]

[H3] ManageEngine Endpoint Central

ManageEngine

ManageEngine Endpoint Central is built to secure the digital workplace while also giving IT teams complete control over their