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Trending Research Studies on AIMultiple
Top 122 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 August 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 and Libraries in 2025
RAG (Retrieval-Augmented Generation) improves LLM responses by adding external data sources. We benchmarked different embedding models with various chunk sizes to see what works best. Explore the RAG frameworks and tools, what RAG is, how it works, its benefits, and the current situation in the LLM landscape.
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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Recently published research
Top 10 Enterprise AI Assistant to Boost Productivity in 2025
Mobile AI Agents: Tools & Use Cases in 2025
Centralizing AI Tool Access with the MCP Gateway in 2025
Top 13 AI Cybersecurity Use Cases with Real Examples ['25]
We present the major AI cybersecurity use cases, each followed by a real-world example demonstrating its impact. Given the widespread adoption of AI and cybersecurity solutions across diverse industries and regions, we aim to provide examples that reflect this global and cross-sector relevance.
Figma MCP Server Tested – Figma to Code in 2025
Figma has announced the beta release of its Dev Mode MCP server, which connects design files directly to AI coding tools like Cursor, Windsurf, and Claude Code. The server uses Model Context Protocol (MCP) to provide design context to Large Language Models, enabling code generation that reflects both design specifications and existing codebase patterns.
AI Ad Generator: Compare Icon, AdGen & AdCreative ['25]
Creating high-converting digital ads remains a challenge for businesses aiming to reach diverse audiences across platforms like Google, Facebook, and LinkedIn. AI ad generators offer a solution by automating ad creation, enabling faster production, broader customization, and data-driven content optimization.
AI Memory: Most Popular AI Models with the Best Memory
AI models can have memory: They can remember earlier prompts in a conversation. However, models have widely different memory capabilities, which can correlate negatively with model intelligence.
Top 10 Emotion AI Tools Backed by Real-World Testing ['25]
Emotion AI tools can read voices, faces, and data to reveal how people feel, as well as they can create video and audio based on given prompt. We explore ten leading emotion AI tools and share our hands-on insights.
Cognitive Agents: Creating a Mind with LangChain in 2025
In this article, we’ll explore how memory types apply to AI agents and how we can use frameworks like LangChain to add memory to AI agents. Memory in AI agents AI agent memory refers to an AI system’s ability to store and recall past experiences.
The Best Managed Data Services in 2025
Managed data collection services provide a fast alternative to building and maintaining a data infrastructure and allows businesses to focus on their core activities.
Artificial Superintelligence: Opinions, Benefits & Challenges
The prospect of artificial superintelligence (ASI), a form of intelligence that would exceed human capabilities across all domains, presents both opportunities and significant challenges. Unlike current narrow AI systems, ASI could independently enhance its capabilities, potentially outpacing human oversight and control. This development raises concerns regarding governance, safety, and the distribution of power in society.
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.
Agentic CLI Tools Compared: Claude Code vs Cline vs Aider
Explore top free and open-source agentic CLI tools that offer LLM integration, prompt chaining, and code editing capabilities, all within a terminal-based workflow. [aim_list] AI coding tools can generally be grouped into three categories: What are CLI-based coding agents? CLI-based coding agents are conversational, prompt-driven AI tools that operate entirely in the terminal.
Recently updated research
LLM Fine-Tuning Guide for Enterprises in 2025
7 Best Rotating Proxy Service Providers in 2025
Will Pi Network make you rich? No, but it can pay cents/hour
10 Best Datacenter Proxy Providers of 2025
We benchmarked the majority of datacenter proxies with 72,000 requests. Based on our experience, we chose the leading solutions.
Tested 7 Best Mobile Proxy Services of 2025
We tested the top reliable mobile proxies, analyzing 8 batches of requests to 1,800 e-commerce URLs totaling 57,600 requests.
Top 10 LinkedIn Scrapers Benchmarked in 2025
We benchmarked every major LinkedIn scraper with 1,200 requests on 200 pages (e.g. posts, profiles) to identify the top solutions. Follow the links to learn more about these products: When evaluating LinkedIn scraping tools, we prioritized proxy support and selected dedicated LinkedIn scraping solutions and multi-functional sales automation platforms that include data scraping features.
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.
Top 10 Network Monitoring Software in 2025
We conducted a network monitoring benchmark, and based on the results, we identified the 10 network monitoring software options available. Discover our reasons for selecting each tool by clicking the links below: See top network monitoring tools, assessment of their user experience, and their key features, such as CPU monitoring: * Vendors are ordered alphabetically.
Top TikTok Proxies: Features, Prices & Performance Analysis
TikTok is known for its strict anti-bot and anti-abuse measures. For instance, it imposes limits on the number of active campaigns, ad groups, and ads per ad account, up to 5,000 campaigns per ad account . Exceeding these limits, especially without using proxies, can quickly trigger blocks, rate limits, or CAPTCHAs.
CRM in Retail: Top 5 Tools, 7 Key Features & Benefits in 2025
As the retail industry continues to grow, so does the need for automation due to the increased quantity and magnitude of operations.
Best Proxy Services for Twitter: No Captchas or Bans [2025]
We evaluated the top proxy service providers using 30 million requests in our enterprise proxy benchmark. We also used proxies for X.com (formerly Twitter) to assess their performance across various use cases and scales.
Proxy Pricing Calculator: Lowest Price Proxy Services in 2025
Proxy pricing is complex, as there are tens of proxy providers offering 5-6 different products each. We analyzed the top 9 providers’ prices for the 3 most common proxies from 10GB to 10TB & identified the lowest pricing for other volumes.
Benchmarking the Best Proxy Providers of 2025
We tested every major proxy server with over 200,000 requests to identify the top providers in the proxy server market. Follow the links to learn more from these vendors: There are tens of proxy services.