Alternatives to Zenml
30 tools that compete with or replace Zenml. Ranked by direct product-type match — not generic category overlap.
Agno
Agno is an open-source Python SDK plus AgentOS runtime for building, serving, and operating self-hosted agent platforms.
ShannonBase
Open-source MySQL 8.4-compatible HTAP database with an in-memory column store, in-database ML, vector search, and an in-kernel agent runtime.
MLflow
Open source AI engineering platform for agent and LLM tracing, evaluation, prompt management, and ML lifecycle work.
RAGFlow
Open-source RAG engine that turns messy documents into a trustworthy context layer for AI agents, with ETL, hybrid search and agentic retrieval.
Agenta
Open-source workspace for building, evaluating, and deploying AI agents you talk to in Slack, Telegram, or a browser chat
Opik (Comet)
Open-source agent tracing, LLM-as-a-judge evals, and coding-agent cost tracking you can self-host.
DB-GPT
Open-source agentic data assistant: your LLM connects to databases, writes SQL and code, and runs analysis in sandboxes
TaskWeaver
Microsoft's open-source, code-first Python framework for building stateful, data-intensive conversational AI agents.
Tidb
Open-source distributed SQL database unifying transactions, HTAP analytics, and native vector search for AI agents.
QKnow
Open-source agent platform that fuses knowledge graphs with RAG for self-hosted, explainable enterprise AI.
Kestra
Open-source, event-driven orchestrator for data, infrastructure, and AI agent workflows, written in declarative YAML.
OpenAgents
OpenAgents is an Apache-2.0 platform for language agents that analyze data, call 200+ plugins and browse the web.
Sigma Computing
Warehouse-native AI analytics runtime for governed apps, agents, and reporting on live cloud data.
Chat2DB
Chat2DB is an open-source AI SQL client that turns plain English into queries across 40+ database engines, with query execution kept on your machine.
LanceDB
Open-source multimodal lakehouse that keeps curation, feature engineering, hybrid search, and training on one Lance table.
Databricks AI
Databricks unifies lakehouse data, analytics and production AI agents on one governed platform across AWS, Azure and GCP.
Dataiku
Dataiku is an enterprise AI platform that runs data prep, machine learning, LLM orchestration, and governed AI agents as one system.
Doris
Apache Doris: an open-source real-time SQL database that unifies OLAP analytics, full-text search, and vector search in one engine.
ClickHouse
Open-source columnar OLAP database for millisecond analytics on petabyte-scale data.
Omnara
Omnara is an open-source control plane and API for deploying durable, governed AI agents in production.
Dbeaver
Free, open-source universal SQL client for MySQL, PostgreSQL, SQLite and more, with a built-in AI Chat for generating queries.
Truleo
Truleo is law enforcement case intelligence software that searches jail calls, RMS, CAD and 140+ OSINT sources to rank case solvability.
Olas Network
Co-own, deploy, and monetize autonomous AI agents on-chain — you keep custody of your funds while your agent trades and earns.
C3 AI
C3 AI is an agentic operating system for building and governing enterprise AI applications at scale.
Obviously AI
Renamed: Obviously AI is now Zams, an AI agents platform for sales and RevOps. The old no-code prediction site is an archive.
Sight Machine
Agentic manufacturing platform that turns plant data into agent-ready models and finds more output every run.
Quadratic
Quadratic is an AI spreadsheet where the grid runs Python, SQL, JavaScript, and formulas against live data sources.
Pigment
Agentic AI agents embedded in an enterprise planning model on your governed data.
Hightouch
Warehouse-native CDP and agentic marketing platform that activates customer data across 300+ ad, CRM and lifecycle tools without copying it out of Snowflake or
Frequently asked questions
What are the best alternatives to Zenml?
We currently list 30 alternatives to Zenml: Agno, ShannonBase, MLflow, RAGFlow, Agenta. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which Zenml alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.