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Alternatives to Zenml

30 tools that compete with or replace Zenml. Ranked by direct product-type match — not generic category overlap.

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Agno

Agno

Agno is an open-source Python SDK plus AgentOS runtime for building, serving, and operating self-hosted agent platforms.

FreemiumTry
Visit Agno
ShannonBase

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.

FreemiumTry
Visit ShannonBase
MLflow

MLflow

Open source AI engineering platform for agent and LLM tracing, evaluation, prompt management, and ML lifecycle work.

FreeTry
Visit MLflow
RAGFlow

RAGFlow

Open-source RAG engine that turns messy documents into a trustworthy context layer for AI agents, with ETL, hybrid search and agentic retrieval.

FreemiumTry
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Agenta

Agenta

Open-source workspace for building, evaluating, and deploying AI agents you talk to in Slack, Telegram, or a browser chat

FreemiumTry
Visit Agenta
Opik (Comet)

Opik (Comet)

Open-source agent tracing, LLM-as-a-judge evals, and coding-agent cost tracking you can self-host.

FreemiumTry
Visit Opik (Comet)
DB-GPT

DB-GPT

Open-source agentic data assistant: your LLM connects to databases, writes SQL and code, and runs analysis in sandboxes

FreeTry
Visit DB-GPT
TaskWeaver

TaskWeaver

Microsoft's open-source, code-first Python framework for building stateful, data-intensive conversational AI agents.

FreeTry
Visit TaskWeaver
Tidb

Tidb

Open-source distributed SQL database unifying transactions, HTAP analytics, and native vector search for AI agents.

FreemiumTry
Visit Tidb
QKnow

QKnow

Open-source agent platform that fuses knowledge graphs with RAG for self-hosted, explainable enterprise AI.

Contact SalesTry
Visit QKnow
Kestra

Kestra

Open-source, event-driven orchestrator for data, infrastructure, and AI agent workflows, written in declarative YAML.

FreemiumTry
Visit Kestra
OpenAgents

OpenAgents

OpenAgents is an Apache-2.0 platform for language agents that analyze data, call 200+ plugins and browse the web.

FreeTry
Visit OpenAgents
Sigma Computing

Sigma Computing

Warehouse-native AI analytics runtime for governed apps, agents, and reporting on live cloud data.

FreemiumTry
Visit Sigma Computing
Chat2DB

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.

FreemiumTry
Visit Chat2DB
LanceDB

LanceDB

Open-source multimodal lakehouse that keeps curation, feature engineering, hybrid search, and training on one Lance table.

FreemiumTry
Visit LanceDB
Databricks AI

Databricks AI

Databricks unifies lakehouse data, analytics and production AI agents on one governed platform across AWS, Azure and GCP.

FreemiumTry
Visit Databricks AI
Dataiku

Dataiku

Dataiku is an enterprise AI platform that runs data prep, machine learning, LLM orchestration, and governed AI agents as one system.

Contact SalesTry
Visit Dataiku
Doris

Doris

Apache Doris: an open-source real-time SQL database that unifies OLAP analytics, full-text search, and vector search in one engine.

FreeTry
Visit Doris
ClickHouse

ClickHouse

Open-source columnar OLAP database for millisecond analytics on petabyte-scale data.

FreemiumTry
Visit ClickHouse
Netron

Netron

Free, open-source visualizer for neural network and machine learning model files.

FreeTry
Visit Netron
Omnara

Omnara

Omnara is an open-source control plane and API for deploying durable, governed AI agents in production.

FreemiumTry
Visit Omnara
Dbeaver

Dbeaver

Free, open-source universal SQL client for MySQL, PostgreSQL, SQLite and more, with a built-in AI Chat for generating queries.

FreemiumTry
Visit Dbeaver
Truleo

Truleo

Truleo is law enforcement case intelligence software that searches jail calls, RMS, CAD and 140+ OSINT sources to rank case solvability.

PaidTry
Visit Truleo
Olas Network

Olas Network

Co-own, deploy, and monetize autonomous AI agents on-chain — you keep custody of your funds while your agent trades and earns.

FreeTry
Visit Olas Network
C3 AI

C3 AI

C3 AI is an agentic operating system for building and governing enterprise AI applications at scale.

Contact SalesTry
Visit C3 AI
Obviously AI

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.

FreemiumTry
Visit Obviously AI
Sight Machine

Sight Machine

Agentic manufacturing platform that turns plant data into agent-ready models and finds more output every run.

Contact SalesTry
Visit Sight Machine
Quadratic

Quadratic

Quadratic is an AI spreadsheet where the grid runs Python, SQL, JavaScript, and formulas against live data sources.

FreemiumTry
Visit Quadratic
Pigment

Pigment

Agentic AI agents embedded in an enterprise planning model on your governed data.

Contact SalesTry
Visit Pigment
Hightouch

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

FreemiumTry
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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.