If you're looking for a Parea alternative, Humanloop is a good option. It's a collaborative environment where developers, product managers and domain experts can develop and iterate on AI features. Humanloop comes with features like prompt management with version control and history, an evaluation and monitoring suite for debugging, and customization and optimization tools to connect private data and fine-tune models. It supports major LLM providers and comes with Python and TypeScript SDKs for easy integration. There are two pricing tiers, one for those who want to use it for a project and another for those who want to use it for an entire organization.
Another good option is HoneyHive. It's a single LLMOps environment for collaboration, testing and evaluation of applications. It comes with features like automated CI testing, observability with production pipeline monitoring and debugging, dataset curation, automated evaluators and human feedback collection. HoneyHive supports 100+ models through integrations with popular GPU clouds and has a customizable Enterprise plan with SSO and hands-on support.
LastMile AI is another option. It's a full-stack developer platform designed to help engineers productionize generative AI applications with confidence. It comes with features like Auto-Eval for automated hallucination detection and evaluation, RAG Debugger for improving RAG performance, and AIConfig for version control and optimizing prompts and model parameters. LastMile AI supports a range of AI models across text, image and audio modalities and has a notebook-inspired environment for prototyping and building apps.
If you want a more streamlined development process, Freeplay is an end-to-end lifecycle management tool. It lets you experiment, test, monitor and optimize AI features with prompt management and versioning, automated batch testing, AI auto-evaluations and human labeling. Freeplay offers a single pane of glass for teams, with lightweight developer SDKs and deployment options for compliance needs, making it a good option for enterprise teams trying to move beyond manual and laborious processes.