Agentic AI Benchmarks: Agent and LLM Performances
Agentic AI includes agents that execute complex tasks with minimal human supervision. We evaluated the most popular AI agents and the performance of popular LLMs on different benchmarks to find the best agent-model combination that you will need.
Explore Agentic AI Benchmarks: Agent and LLM Performances
- AI AgentsOpen World EvaluationOct 15
Top 10 AI Agents in Healthcare with Examples
We list AI agents for healthcare that automate clinical operations workflows. Explore AI agents in the healthcare industry, including tools used for general tasks, EHR-native, patient-facing support, and clinically assisted decision-making: These agents automate administrative and operational tasks (e.g., scheduling, medical coding, and office operations). They do not provide diagnoses. Sully.ai provides an agentic architecture…
- Agentic WebOct 15
AIM Agentic Web Benchmark
Agents rely on web interfaces to complete web tasks. To compare task completion across web interfaces, we built the AIM Agentic Web Benchmark and ran 100 tasks through 8 interfaces, 5 times each, for 4,000 scored results. Bright Data CLI and Bright Data MCP completed 3.6 and 3.8 more tasks per 100 than Zenrows CLI,…
- Agentic AIBenchmarkOct 15
AIM Agentic Marketing Benchmark
We are introducing the AIM Agentic Marketing Benchmark, which measures agent performance on three marketing workflows: competitive gap analysis, ABM target list preparation, and a personalized sales deck. We also ran a separate website reputation audit in which agents examined AIMultiple’s English-language content and reported verifiable issues with factual accuracy, citations, consistency, freshness, functionality, grammar,…
- Agentic AI FrameworksBenchmarkOct 14
15 AI Agent Observability Tools: AgentOps & Langfuse
We tested 15 observability platforms for LLM applications and AI agents. Each platform was implemented hands-on through setting up workflows, configuring integrations, and running test scenarios. We benchmarked 4 observability tools to measure whether they introduce overhead in production pipelines. We also demonstrated a LangChain observability tutorial using Langfuse. We integrated each observability platform into…
- AI AgentsBenchmarkOct 14
AI Agents in Customer Service Compared
AI agents powered by large language models (LLMs) can respond to customer queries in natural language, interpret context, and generate human-like responses. These agents can process and synthesize large volumes of information from sources such as knowledge bases. We compiled four customer service AI agents: Tidio Lyro, Microsoft Azure AI Chatbot, IBM Watsonx Assistant, and…
- Agentic WebBenchmarkOct 14
Remote Browsers: Web Infra for AI Agents Compared
AI agents rely on remote browsers to automate web tasks without being blocked by anti-scraping measures. The performance of this browser infrastructure is critical to an agent’s success. We benchmarked 8 providers on success rate, speed, and features. To do this, we executed 160 automated tasks, running 4 distinct scenarios 5 times for each service…
- Agentic ERPFeature ComparisonOct 13
SAP AI Agents: Joule Studio case studies
SAP predicts that AI agents could support up to 80% of the most-used business tasks in SAP. We evaluated SAP’s AI agent portfolio, related case studies, and supporting infrastructure and identified three shifts shaping SAP’s AI agent strategy: The table shows some other enterprise AI agent builder providers that can be an alternative to SAP…
- AI AgentsOpen World EvaluationOct 13
15 AI Agents in Marketing Tools & Examples
Research shows that 50% of organizations using generative AI plan to launch agentic AI pilot programs.AI agents in marketing introduce systems that can reason, make decisions, and act with minimal human oversight. These intelligent agents analyze customer data, generate actionable insights, and coordinate campaigns across multiple platforms in real-time. We evaluated the top 15 AI…