
Deepchecks
8.1#3 in machine learning model monitoring softwareFree planFree planWebAPILinuxmacOS
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| Fact | Deepchecks | Galileo |
|---|---|---|
| Deployment | Deployment options listed include multi-tenant SaaS, virtual private cloud on GCP or Azure, bare metal, and AWS-managed deployment. | The site lists SaaS, Virtual Private Cloud, and on-premises deployment options. |
| Evaluation | The platform offers automated scoring, version comparison, custom and off-the-shelf properties, and golden set management. | The platform offers out-of-the-box evaluations for RAG, agents, safety, and security, along with custom evaluators. |
| Integrations | The integrations page describes Deepchecks integrations with pytest, Apache Airflow, ZenML, and CML. | Documented integrations include CrewAI, Google ADK, LangChain and LangGraph, OpenAI, Microsoft Agent Framework, Strands Agents, and Vercel AI SDK. |
Deepchecks suits teams that need to evaluate and monitor AI systems in production, compare versions, and investigate application behavior. Its deployment options and listed security provisions may also suit organizations with specific infrastructure or compliance needs.
Galileo suits engineers, product managers, and subject matter experts building AI applications who need evaluation, observability, or guardrails. It also fits teams that want SDK or API access and a choice of deployment options.