Compare Handit vs. Verta

Handit.ai serves as an open-source platform that enhances your AI agents by perpetually refining their performance through the oversight of every model, prompt, and decision made during production, while simultaneously tagging failures as they occur and creating optimized prompts and datasets. It assesses the quality of outputs using tailored metrics, relevant business KPIs, and a grading system where the LLM acts as a judge, automatically conducting AB tests on each improvement and presenting version-controlled diffs for your approval. Featuring one-click deployment and instant rollback capabilities, along with dashboards that connect each merge to business outcomes like cost savings or user growth, Handit eliminates the need for manual adjustments, guaranteeing a seamless process of continuous improvement. By integrating effortlessly into any environment, it provides real-time monitoring and automatic assessments, self-optimizing through AB testing while generating reports that demonstrate effectiveness. Teams that have adopted this technology report accuracy enhancements exceeding 60%, relevance increases surpassing 35%, and an impressive number of evaluations conducted within just days of integration. As a result, organizations are empowered to focus on strategic initiatives rather than getting bogged down by routine performance tuning.

Start customizing LLMs and prompts right away without needing a PhD, as everything you need is provided in Starter Kits tailored to your specific use case, including model, prompt, and dataset recommendations. With these resources, you can immediately begin testing, assessing, and fine-tuning model outputs. You have the freedom to explore various models, both proprietary and open-source, along with different prompts and techniques all at once, which accelerates the iteration process. The platform also incorporates automated testing and evaluation, along with AI-driven prompt and enhancement suggestions, allowing you to conduct numerous experiments simultaneously and achieve high-quality results in a shorter time frame. Verta’s user-friendly interface is designed to support individuals of all technical backgrounds in swiftly obtaining superior model outputs. By utilizing a human-in-the-loop evaluation method, Verta ensures that human insights are prioritized during critical phases of the iteration cycle, helping to capture expertise and foster the development of intellectual property that sets your GenAI products apart. You can effortlessly monitor your top-performing options through Verta’s Leaderboard, making it easier to refine your approach and maximize efficiency. This comprehensive system not only streamlines the customization process but also enhances your ability to innovate in artificial intelligence.