DeepChecks is an evaluation platform for validating LLMs and ML models, offering three main solutions: LLM Evaluation, ML Monitoring, and Open Source Testing. However, it has limitations, such as limited computer vision functionality, lack of collaboration tools, and no security compliance certifications. To address these challenges, teams can consider alternative solutions like Encord, Voxel51, Lightly, Telus International, Aquarium, FiftyOne by Voxel, Arize, Hive, and Arthur, each offering unique features and functionalities to support their specific needs in building scalable ML applications with robust testing and validation capabilities.