If you're looking for another Athina alternative, HoneyHive is worth a look. It's a full-fledged AI evaluation, testing and observability platform with features like automated CI testing, production pipeline monitoring and dataset curation. It also offers distributed tracing and support for different AI models through integrations with common GPU clouds, with pricing that includes a free tier for solo developers and a customizable enterprise option.
Another good option is Humanloop, which is geared for overseeing and optimizing the development of LLM apps. It's got a collaborative playground for managing prompts and models, an evaluation and monitoring tool for debugging, and customization tools for tuning. Humanloop supports common LLM suppliers and offers SDKs for easy integration, and its pricing options range from rapid prototyping to enterprise-wide use.
Keywords AI is a unified DevOps platform for AI apps, with a single API endpoint for multiple LLM models and a playground for testing and tuning models. It's got performance monitoring, data collection and fine-tuning tools, and is geared for AI startups that want to focus on building products, not infrastructure. It's geared for fast development and streamlined DevOps.
Last, Freeplay is a lifecycle management tool for LLM product development, with features like automated batch testing, AI auto-evaluations and human labeling. It's got a single pane of glass for teams, lightweight SDKs and deployment options for compliance needs. Freeplay is geared for enterprise teams that want to speed development while ensuring quality and cost control.