Humanloop Alternatives

If you're looking for a Humanloop alternative, HoneyHive is another top contender. It offers a full-stack AI evaluation, testing, and observability platform for teams building GenAI applications. HoneyHive offers automated CI testing, production pipeline monitoring, dataset curation and prompt management with versioning. It also integrates with popular GPU clouds and offers a customizable Enterprise plan with SSO and hands-on support.

Another top alternative is LastMile AI, a full-stack developer platform for productionizing generative AI applications. It offers tools for debugging and evaluating RAG pipelines, optimizing prompts, and managing models. With tools like Auto-Eval, RAG Debugger, and AIConfig for version control and prompt optimization, LastMile AI helps you get the most out of your development process. It also supports a wide variety of AI models for text, image and audio modalities.

If you're looking for a platform geared toward experimentation and human annotation, Parea is another option. It offers tools for experiment tracking, observability and human feedback on model performance. Parea includes a prompt playground for experimenting with multiple prompts on large datasets and integrates with popular LLM providers like OpenAI and Anthropic. The platform offers several pricing tiers, including a free Builder plan and an Enterprise plan for larger teams.

Last, Freeplay offers an end-to-end lifecycle management tool for LLM product development. It streamlines the development process with features like prompt management, automated batch testing, AI auto-evaluations and human labeling. Freeplay is geared for enterprise teams looking to move beyond manual and laborious processes, and it's already shown success in improving development velocity and cost savings.