Janus (now Kairos) vs Ollama

SpecialistCloud API gateway providing instant access to thousands of models, trading local hardware privacy for cloud compute.

Free / Open-sourceGenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

Free / Open-sourceOpen-source platform for building visual agentic workflows and RAG pipelines using local or cloud models.

Free / Open-sourceFeature-rich self-hosted web chat interface designed to manage and query local models like Ollama.

Free / Open-sourcePrivacy-first desktop app focused specifically on local document chat and RAG, unlike Ollama's general-purpose CLI runtime.

Free / Open-sourceDevelopment framework for connecting local models to external document stores and structured data sources.

Free / Open-sourceOpen-source desktop app for running models locally with a graphical interface, but heavier than Ollama's lightweight CLI.

Attack-led AI security testing and red teaming

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

Free / Open-sourceOpen-source local AI server supporting multimodal inference including vision and speech, expanding beyond Ollama's text focus.

Automated QA, simulation and observability for voice and chat AI agents