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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: Frameworks, Libraries and Embedding Models
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.
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Large Language Models in Cybersecurity [2025]
Agentic CLI: Top 10 Open Source Tools in 2025
Embedding Models: OpenAI vs Gemini vs Cohere in 2025
Inverse Reinforcement Learning: Use Cases & Examples
Inverse reinforcement learning is an approach in machine learning where machines infer the goals or reward structures that guide an expert’s behavior by observing their actions rather than receiving explicit instructions. Discover what inverse reinforcement learning is, how it works, and the top industry use cases with examples.
Top 10 Free PAM Solutions in 2025
There are no fully-pledged, plug-and-play PAM solutions that are completely free for use in production environments. However, a few vendors offer free solutions with PAM capabilities for low-scale deployments. Some (e.g., Devolutions Password Hub) also have paid business plans with approval workflows/reporting.
Top 20 Active Directory Management Tools in 2025
Although many systems have moved to the cloud, Active Directory (AD) remains the central identity platform for managing users, devices, and access across most organizations.
AI Agent Performance: Success Rates & ROI in 2025
The AI agent market reached $5.4 billion in 2024 and is projected to grow at 45.8% annually through 2030. Therefore, companies that master AI agent deployment will see significantly greater investment returns.
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.
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Benchmarking the Best Proxy Providers of 2025
40 Statistics about Self-Driving Vehicles Market in 2025
AI in Sales: 25 Use Cases & Real-life Examples in 2025
Large Language Models in Cybersecurity [2025]
Large language models (LLMs) are increasingly applied across cybersecurity domains, including threat intelligence, vulnerability detection, anomaly analysis, and red teaming. These applications are supported by both specialized cybersecurity LLMs and general-purpose models.
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.
Top 10 Answer Engine Optimization Tools in 2025
Instead of showing a list of links, search engine tools like ChatGPT, Google AI Overviews, and Perplexity now provide direct answers. This shift makes it harder for websites to stand out using only traditional SEO methods. That’s where answer engine optimization tools come in.
Top Serverless Functions: Vercel vs Azure vs AWS in 2025
Serverless functions enable developers to run code without having to manage a server. This allows them to focus on writing and deploying applications while infrastructure scaling and maintenance are handled automatically in the background. In this benchmark, we evaluated 7 popular cloud service providers following our methodology to test their serverless function performance.
Top 10+ Data Governance Tools in 2025
Data governance tools enable organizations to manage and control their data assets across on-premises, multi-cloud, and software-as-a-service (SaaS) environments.
Best SERP Scraper APIs in 2025: Speed, Pricing & Features
We benchmarked the top SERP scraper APIs using 1,200 requests on 2 leading search engines: Google and Bing. Based on our experience, we picked the top providers.
Best 5 Help Desk Plans by Pricing Tier (2025)
Help desk software pricing varies significantly based on the number of users, included features, and contract length.
7 Best Amazon Proxies for 2025: Benchmarks & Pricing
In early 2025, we sent over 150,000 scraper requests to 1,400 Amazon endpoints across seven different countries. In our benchmark: See our performance benchmarks and expert feature reviews to choose the best Amazon proxy: The best Amazon proxy providers *Starting monthly subscription price for residential proxies. Amazon proxy benchmark results We measured the median round-trip times over 150,000+ requests.
What Is a Backconnect Proxy? Providers & How-To in 2025
Backconnect proxies are a managed form of rotating proxy, where you point your client at a single gateway, and the provider automatically swaps your exit IP from a large pool. They can be residential, mobile, datacenter, or ISP.
AI in Dermatology: 5 Use Cases & Examples in 2025
Urgent skin lesion referrals rose 170% in 10 years, and dermatology waitlists grew 82% since 2021. Long-term hiring plans aside, patients with chronic skin conditions must also have fair access to care.