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Top 10+ Free & Open Source Invoice Software by Pricing
For AIMultiple’s accounting, we have been testing free invoicing solutions for the past decade, processing a few hundred invoices per year. Based on this experience, we evaluated top free and open source invoice software solutions.
AI Hallucination: Comparison of the Popular LLMs in 2025
AI models sometimes generate data that seems plausible but is incorrect or misleading; known as AI hallucinations. According to Deloitte, 77% of businesses who joined the study are concerned about AI hallucinations. We benchmarked 16 LLMs with 60 questions to each one to measure their hallucination rates: Results Our benchmark revealed that OpenAI GPT-4.
AI in SOAR: AI Analytics vs GenAI vs Agents in 2025
AI capabilities in security orchestration, automation, and response (SOAR) aim to automate security operations centers (SOCs), reducing human tasks and increasing efficiency. Several types or subsets (e.g. machine learning) of AI are employed in the SOC.

AI Survey: 7 Best Practices, Use Cases & Benefits in 2025
We are using 7 leading survey tools and have seen how AI facilitates steps like: Question creation with prompts and automated data analysis.
Top 10+ Version Control Tools in 2025
At AIMultiple, we use version control tools every day to manage the code for over 1,000 web pages across multiple projects. Based on our experience, we picked the top version control tools, including open-source and proprietary software.
Top 7 Open Source HRIS Tools with Key Features in 2025
Open-source HRIS software provides a more affordable alternative to closed source code HR information system tools, although they have some limitations such as vulnerabilities from open source. These systems are widely used for their flexibility and cost-effectiveness. We’ve gathered a selection of commonly used open-source HRIS tools, each with its own set of features.
8 AI Code Models Benchmarked: LMC-Eval in 2025
More than 37% of tasks performed on AI models are about computer programming and maths.
Compare Top 20 Project Management AI Tools by Price ['25]
For the past decade, AIMultiple has been testing a range of project management AI tools. Drawing from this experience, we have evaluated the leading project management tools with AI capabilities, as well as AI tools that can enhance project management processes.
The Best 10 AI Code Review Tools: Pricing and Features
AI code review tools are now more crucial than ever, with the rise of AI coding tools. Users often lose control over their codebase when they are “vibe coding“, but it can lead to significant vulnerabilities.
AI for Mental Health: 7 Use Cases with Real-Life Examples
Mental health challenges are a worldwide concern, especially after the COVID-19 pandemic, which saw an estimated 76 million additional cases of anxiety disorders.This heightened stress strained healthcare systems and increased demand for mental health support. Yet, traditional care faces barriers like professional shortages, high costs, and social stigma.