The LLM IQ Agent API is a plug and play evaluation platform designed for enterprises seeking to benchmark and compare large language models (LLMs) such as GPT-4, Claude 3, Gemini, Mistral, and Cohere without the overhead of prompt engineering, dataset curation, or framework configuration.

Using natural language queries, teams can instantly access comprehensive benchmarking results across 25+ enterprise-grade evaluation domains, including reasoning, summarization, extraction, and query generation. The API supports questions like What is the best model for financial document summarization? or Compare Claude 3 and GPT-4 on reasoning tasks. Behind the scenes, it runs precision-tuned tests using multiple prompt variations and decoding strategies to simulate realistic workflows.

With actionable insights delivered through a professional-grade API, LLM-IQ Agent API enables intelligent decision-making at every stage of the GenAI lifecycle. Development teams can embed the API directly into inference workflows to power real-time model selection and dynamic prompt routing, automatically choosing the best-fit model for each user query. Procurement and vendor management functions gain standardized metrics for evaluating LLM providers, while engineering teams can offload the burden of framework development. For regulated industries, the API offers audit-ready evaluations aligned to compliance standards and domain-specific requirements. With LLM-IQ, enterprises gain a trusted layer of evaluation and transparency to support retrieval-augmented generation (RAG), multi-agent orchestration, and large-scale model deployment strategies.