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AI

Vibe coding: Great for MVP But Not Ready for Production

Vibe coding is a new term that has entered our lives with AI coding tools like Cursor. It means coding by only prompting. We made several benchmarks to test the vibe coding tools, and with our experience, we decided to prepare this detailed guide.

Apr 294 min read

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.

Mar 249 min read

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.

Apr 25 min read

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.

Apr 616 min read

AI Hallucination: Comparison of the Most Popular LLMs ['25]

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.

May 235 min read

8 AI Code Models Benchmarked: LMC-Eval in 2025

More than 37% of tasks performed on AI models are about computer programming and maths.

Apr 154 min read

Answer Engine Optimization (AEO): Tips & Best Practices

With ~60% of Google searches in 2024 resulting in zero clicks, users are getting used to receiving answers without going to sources. Answers engines like Perplexity.ai that provide answers rather than links, are growing in popularity.

Mar 136 min read

Speech to Speech Software in 2025

Speech-to-speech (S2ST) software is changing the way we communicate. It enables real-time translation and makes conversations easier to follow. This technology helps businesses connect across languages more naturally. Here are the leading speech-to-speech software, you can follow the links to learn their pros & cons.

May 234 min read

Top 4 AI Search Engine Comparison in 2025

Searching with LLMs has become a major alternative to Google search. We benchmarked the following AI search engines to see which one provides the most correct results: Benchmark results Deepseek is the leader of this benchmark, by correctly providing 57% of the data in our ground truth dataset.

Apr 73 min read

Deepseek: Features, Pricing & Accessibility in 2025

DeepSeek is a Chinese AI startup that has made significant strides in artificial intelligence, particularly with its R1 model, which has outperformed OpenAI’s O1 on multiple reasoning benchmarks. We analyzed DeepSeek’s technical advancements, benchmark performance, and strategic positioning in the AI landscape to evaluate its impact.

May 135 min read