Explore Research Studies
Speech-to-Text Benchmark: Deepgram vs. Whisper in 2025
We benchmarked the leading speech-to-text (STT) providers, focusing specifically on healthcare applications. Our benchmark used real-world examples to assess transcription accuracy in medical contexts, where precision is crucial. Benchmark results The average WER results of our tasks show that Deepgram is the leading speech-to-text provider for healthcare in this benchmark.
LLM Pricing: Top 15+ Providers Compared in 2025
We analyzed 15+ LLMs and their pricing and performance. LLM API pricing can be complex and depends on your preferred usage. If you plan to use: [data_table slug=llm-prices] Hover over model names to see their full names and over headers to see explanations about the columns.
S3 Compatible Cloud Object Storage Benchmark in 2025
I have been using Amazon S3 for over a decade. I have benchmarked leading S3-compatible object storage providers across 9 key criteria (e.g., ease of migration, data transfer fees, storage costs, retrieval times, and mount-ability). AWS leads public cloud computing, with S3 as the most widely used cloud storage.
Top Open-Source Vector Databases: FAISS vs. Chroma & More
At AIMultiple, we develop and evaluate Generative AI technologies, including custom GPTs, AI agents, and cloud GPUs. A key enabler of these advancements is vector databases, which optimize high-dimensional data storage and retrieval for AI applications.
ChatGPT Alternatives: Best AI Language Models Features & Comparison
Based on my analysis of LLM models and their performance in real-world applications, I’ve compiled a list of ChatGPT alternatives covering everything from open-source LLMs to enterprise-ready AI assistants. Whether you’re looking for better accuracy, cost-effective options, or specialized AI chatbots, this guide will help you find the right tool for your needs.
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.
Top 12+ Android Emulators Compared in 2025
Android emulators let you run Android apps and games on PC, Mac, and browsers. Different emulators excel in different use cases. Below is a list of the top Android emulators categorized by their strengths – from gaming to app development, security testing, and everyday Android app usage.
Top 10 Network Planning Tools: Key features & Benefits ['25]
Network planning tools help businesses optimize performance, manage resources efficiently, and ensure scalable, reliable network designs for growth and stability.
Top 8 Remote Desktop Tools: Features and Pricing Compared
We selected the following vendors based on their ease of use, security capabilities, and core features such as unattended access, session recording, and file transfer.
Top 20 Browser Testing Tools in 2025
At AIMultiple, we utilize cross-browser testing tools on a daily basis to determine if our 1,000+ web pages work as intended in various browsers. Based on our experience, we picked the top browser testing tools, which include both open-source and proprietary software.