Compare Valid Eval vs. evalship

Complex group discussions don't need to be difficult. There's an easier way, no matter how many competing proposals you have to rank, judge a dozen live pitches or manage a multi-phase innovation project. There is a better way. Valid Eval is an online assessment system that helps organizations make and defend difficult decisions. It's a secure SaaS platform which works at any scale. You can include as many subjects, domain experts, judges, and applicants as you need to do the job right. Valid Eval combines best practices from systems engineering and learning sciences to deliver defensible and data-driven results. It also provides robust reporting tools that allow you to measure and monitor performance and show mission alignment. It provides unprecedented transparency, which promotes accountability and builds trust.

Evalship assists engineering teams in assessing LLM-driven software by conducting evaluation-suite audits and reviewing pull requests. It meticulously examines scorers and judges for potential errors, spots areas lacking coverage, and highlights evaluations that might yield incorrect outcomes, all while presenting findings complete with code references and recommendations for improvements. The setup process aids a coding agent in configuring GitHub Actions and initiating a setup pull request. For subsequent pull requests, evalship analyzes the outcomes in relation to the default branch, identifying regressions, flaky evaluations, and any modifications to prompts or model calls that lack evaluation coverage, alongside offering a merge-gating status check. It processes results from various supported test runners and LLM evaluation platforms. Evaluations are executed within the customer’s GitHub Actions environment using their specific model API keys, while evalship focuses on reviewing these results rather than carrying out the evaluations itself. In addition to these features, teams can access their evaluation history and obtain weekly performance reports to track progress and improvements over time. This comprehensive approach ensures that software quality remains a top priority throughout the development lifecycle.