AI Agents
AI agents are software systems that use reasoning, planning, and tools to assist or automate complex tasks. We compare the top open-source and commercial agents.
Top 4 AI Search Engines Compared
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: Deepseek Search Andi ChatGPT Search with GPT-4o Perplexity Search Pro Benchmark results Deepseek is the leader of this benchmark, by correctly providing 57% of the data in our…
Low/No-Code AI Agent Builders: n8n,make, Zapier
Low- and no-code AI agent builders let users create automated, AI-driven workflows without writing complex code, making agent development faster and accessible to non-technical teams. We spent three days configuring AI-agent workflows, manually setting up LLM actions, document parsers, search tools, and building pipelines with triggers, conditional steps, tool calls, and webhooks to compare how…
SAP AI Agents in 2026: Joule Studio case studies
SAP predicts that AI agents could support up to 80% of the most-used business tasks in SAP. 12 We evaluated SAP’s AI agent portfolio, related case studies, and supporting infrastructure and identified three shifts shaping SAP’s AI agent strategy: From assistants to execution: Agents are embedded into core business processes rather than acting as standalone…
AI Agent Sprawl Signs & Checklist to Manage Sprawl
Nearly 80% of organizations have deployed agentic AI.15 Yet only 21% have a mature governance model for these systems. The gap shows up in practice as agent sprawl, a buildup of redundant, ungoverned, and conflicting AI agents across the business. 40% of agentic AI projects is estimated to fail by 2027 due to weak governance…
A-CODE-CLI Bench: Agentic CLI Benchmark
Agentic CLI tools are AI coding tools that can create and delete files, run commands, plan, and execute the coding of the entire project. We benchmarked the leading tools across 10 real-world web development scenarios, performing ~600 atomic validation checks per agent and more than ~5,000 total automated test executions, including backend logic, frontend functionality,…
Best 50+ Open Source AI Agents Listed
Everyone has been building AI agents so after hands-on testing with popular AI coding agents, AI agent builders and tools use benchmarks to evaluate their real-world capabilities, we put together a curated list of the best 50+ open source AI agents. Click the category headers to jump straight to our top picks: Agent development &…
Top Agent Harnesses: Claude Code vs Codex
Agent harnesses serve as the production runtime for AI agents, with design choices that create performance variation across identical underlying models. We benchmarked 17 agent harnesses across 10 coding tasks. A-Code Bench To isolate the harness rather than the model, we ran every agentic CLI on a single foundation model, Claude Sonnet 4.6 (non-reasoning), and…
Moltbook: Agent Driven Social Media [2026]
The rapid growth of OpenClaw has triggered an unusual social experiment: Moltbook, a Reddit-like social platform where agents interact with each other. Launched on the 28th of January, 2026, and started to get attention in a short time span. It reached 1.5m+ agents in its first week. For further platforms for AI agents, read Inside…
Best 30+ Open Source Web Agents in 2026
We tested 30+ open-source web agents across four categories: autonomous agents, computer-use controllers, web scrapers, and developer frameworks. We ran identical benchmarks using the WebVoyager test suite, which covers 643 tasks across 15 real websites, to measure which tools actually complete multi-step web tasks and which fail when sites use dynamic dropdowns or JavaScript-heavy layouts.…
Top 15+ AI Financial Research Platforms for Investors
Despite thousands of available financial research tools, many investors struggle with fragmented data, time-consuming manual analysis, and limited predictive insights. AI financial research platforms use natural language processing and advanced analytics to cut research time from hours to minutes. See the top AI financial research solutions with their main services, prices and use-cases: SolutionDeploymentFree tierFree…