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Trending Research Studies on AIMultiple
Top 120 Generative AI Applications & Real-Life Examples
Large Language Model Evaluation in 2025: 10+ Metrics & Methods
Top 20 AI Chip Makers: NVIDIA & Its Competitors in 2025
Popular Research Studies
Enterprise Generative AI: 10+ Use Cases & Best Practices
Generative AI, also called GenAI, presents novel opportunities for enterprises compared to middle-market companies or startups including: However, generative AI is a new technology with unique challenges for enterprises: Executives wonder how their organizations can reap the benefits of generative AI while overcoming these challenges.
Benchmark Best 25 AI Governance Tools in 2025
We analyzed ~20 AI governance tools and ~40 MLOps platforms that deliver AI governance capability to identify the market leaders based on quantifiable metrics. Click the links below to explore their profiles: Compare AI governance software AI governance tools landscape below shows the relevant categories for each tool mentioned in the article.
Best RAG tools: Embedding Models, Libraries and Frameworks
Retrieval-Augmented Generation (RAG) is an AI method that improves large language model (LLM) responses by using external information sources. We benchmarked 4 embedding models and 3 chunk sizes to understand the practical performance of RAG systems. We examined how each parameter influences retrieval accuracy and response quality.
Top 30 Cloud GPU Providers & Their GPUs in 2025
We benchmarked 10 most common GPUs in typical scenarios (e.g. finetuning an LLM like Llama 3.2). Based on these learnings, if you: Ranking: Sponsors have links and are highlighted at the top. After that, hyperscalers are listed by US market share. Then, providers are sorted by the number of models that they offer.
Cloud GPUs for Deep Learning: Availability& Price / Performance
If you are flexible about the GPU model, identify the most cost-effective cloud GPU based on our benchmark of 10 GPU models in image and text generation & finetuning scenarios. If you prefer a specific model (e.g. A100), identify the lowest-cost GPU cloud provider offering it.
Best 10 Serverless GPU Clouds & 14 Cost-Effective GPUs
Serverless GPU can provide easy-to-scale computing services for AI workloads. However, their costs can be substantial for large-scale projects. Navigate to sections based on your needs: Serverless GPU price per throughput Serverless GPU providers offer different performance levels and pricing for AI workloads.
Top 40+ LLMOps Tools & Compare them to MLOPs in 2025
LLMs are growing rapidly, but development and fine-tuning remain expensive. LLMOps tools help reduce these costs by streamlining LLM management.To better understand the landscape, we’ve also prepared a detailed comparison of LLMOps and MLOps tools to highlight how they differ in capabilities, focus areas, and workflows.
Compare Top 7 Generative AI Services & Vendors in 2025
Since OpenAI launched ChatGPT, generative AI technology has rapidly expanded across industries. This spread led businesses to utilize various services to build and implement generative AI tools effectively. Here, we explore seven types of generative AI services that help businesses gain a competitive edge: Table 1.
Top 100 RPA Use Cases with Real Life Examples in 2025
RPA can automate repetitive tasks in the front and back offices. A use case-focused approach is critical to optimizing the value of technology investments. We identify 100 use cases and real-life examples of Robotic Process Automation, illustrating its application in automating repetitive tasks across various business, industry-specific, and personal contexts. Common Business Processes 1.
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Top 10 Free PAM Solutions in 2025
Top 20 Active Directory Management Tools in 2025
AI Agent Performance: Success Rates & ROI in 2025
AEO vs SEO: Key Differences, Strategies & Integration Tips
Answer Engine Optimization (AEO) and Search Engine Optimization (SEO) are digital marketing methods that help businesses get online visibility. However, they have different goals, focus, and approaches.
Best 30+ Open Source Web Agents in 2025
In our benchmarks, we tested proprietary web agents and remote browsers. In this article, we listed open-source web agents that enable AI agents to navigate, interact with, and extract data from the web, including tasks like browsing, authentication, and web crawling: [aim_list] [/aim_list] Open-source web agents: Accuracy benchmark See benchmark sources.
Top 20+ Open Source AI Coding Agents & Frameworks ['25]
In prior evaluations, we benchmarked proprietary, paid AI coding agents—such as Cursor—focusing on their performance in API development and app building tasks. In this article, we listed the leading open-source AI coding agents, organized by functional category: [aim_list] [/aim_list] 🛠️ Developer tools Tools or extensions that help developers generate, review, or debug code.
EDI Tools: Top 10 Vendors Guide 2025
Choosing the right EDI tool can be a challenging task. Features vary widely, and vendor claims often do not accurately reflect real-world performance. To help, we tested and compared top EDI solutions by integrating them with ERP systems, such as NetSuite and SAP, reviewing user feedback, and analyzing actual use cases across various industries.
Top 15 Predictions from Experts on AI Job Loss in 2025
AI could eliminate half of entry-level white-collar jobs within the next five years. The shift will occur rapidly, with job losses affecting the global workforce sooner than previous waves of technological change. By 2027, millions of jobs may be displaced or significantly altered.
We Tested OpenAI's New Agent & Open Operator [2025]
Early in 2025, OpenAI announced Operator, a new research preview of ChatGPT that serves as an agent for repetitive activities. It can browse for plane tickets, book a table, or shop online, and execute daily digital tasks for you on its own.
LLM Latency Benchmark by Use Cases in 2025
The effectiveness of large language models (LLMs) is determined not only by their accuracy and capabilities but also by the speed at which they engage with users. We benchmarked the performance of leading language models across various use cases, measuring how quickly they respond to user input.
Top 5 Open-Source Agentic Frameworks in 2025
I have reviewed several of the most popular open-source AI agent frameworks. In this article, I break down each framework’s multi-agent orchestration capabilities, agent and function definitions, memory capabilities, and human-in-the-loop support—exploring how each one functions and how easy it is to get started.
Is Web Scraping Legal? Laws, Ethics, and Best Practices
If you’re scraping the web, you’ve probably already seen how it has benefited your business. However, if your site is being scraped, it may raise concerns about legality, ethics, and potential harm.
MCP Benchmark: Top MCP Servers for Web Access in 2025
MCP (Model Context Protocol) establishes a standardized communication bridge between AI agents and applications, allowing AI apps and LLMs to interact with external tools and services. We benchmarked 8 MCP servers across web search and extraction, as well as browser automation tasks, by running 4 different tasks 5 times on all suitable MCPs.
Recently updated research
Top 5 Help Desk Pricing and Plans in 2025
Top 10 Vector Database Use Cases in 2025
Sustainable Management Definition & Top 10 Best Practices
AI Coding Benchmark: Best AI Coders Based on 5 Criteria
The majority of software engineers rely on AI coding assistants at least once a day in 2025.
PCI DSS Compliance Software in: Types & Best Practices
During my career, I have participated in many PCI-DSS processes across various sectors. I have categorized PCI-DSS v3 into three phases, from the simplest points to the most advanced, to help companies achieve PCI-DSS certification.
DLP in Banking: Best Software & Practices in 2025
To protect against the rising data threat, banks and financial institutions must implement effective data loss prevention software and strategies tailored to their unique banking sector needs. Here, we list the best DLP software compared with banking and finance-specific criteria, and provide some best practices to help your business protect its confidential data. 1.
DLP Review: Benchmark Testing of 6 DLP Products in 2025
Leveraging my 2 decades of experience as a cybersecurity practitioner, I selected top DLP software for securing sensitive information & complying with regulatory standards. I tested 6 of these DLP solutions over a month, focusing on key features like channel coverage, ease of deployment, and classification accuracy.
Top 4 Field Agent Competitors & Alternatives in 2025
Monitoring retailers across different countries can pose a challenge for manufacturers of CPGs (consumer packaged goods) and FMCGs. Planogram audit services or retail audit companies offer solutions to help overcome these challenges. Field Agent is a service provider specializing in retail monitoring services for consumer packaged goods (CPG) producers.
What is Mandatory Access Control (MAC)? in 2025
Mandatory access control (MAC) is a security method that limits individuals’ capacity to grant or deny access to assets in a system. Mandatory access control helps organizations by enforcing strict security policies on access to resources.
15 Best Data Loss Prevention (DLP) Software in 2025
Based on our DLP benchmark & features, here are the top data loss prevention tools.
30 Datasets for ML & AI Models in 2025
Data is required to leverage or build generative AI or conversational AI solutions. You can use existing datasets available on the market or hire a data collection service. Explore different types of existing datasets: custom human-generated, custom machine-generated, natural language processing, open, public government, image, audio, and healthcare datasets to train your machine-learning models.
IoT Agriculture: Use Cases & Technologies in 2025
With the global population projected to reach approximately 10 billion by 2050, the need for increased agricultural production has become more pressing than ever.
Alpha Network is a Waste of 15 Seconds per Day in 2025
Alpha Network is a game-like application where the user clicks on a button once a day and receives free coins for 24 hours. Much like Eagle Network and Pi Network it has red flags circling its whitepaper and anonymous creators.