Alternatives to Autogluon

Open-source agentic AI data assistant that writes SQL, runs code in a sandbox, and chats with your self-hosted databases

Open-source GenBI engine that gives AI agents a governed context layer for SQL and dashboards

SQLBot turns plain-language questions into SQL, answers and charts over your own MySQL or PostgreSQL database — open source and self-hosted.

Open-source, MIT-licensed framework that runs LLM-driven generate-evaluate-rewrite loops for quantitative factor mining and ML experimentation.

TimeCopilot is an open-source AI forecasting agent that picks, validates, and explains time series models from a plain-English prompt.

Deepnote is a collaborative cloud notebook for Python and SQL where humans and AI agents build analyses, dashboards, and data apps together.

Hex is an AI analytics workspace where a conversational agent and a SQL/Python notebook share one governed context layer.

marimo is a reactive Python notebook stored as Git-friendly .py files that runs as a script, app, or SQL workspace

DataLab turns plain-English questions into runnable SQL, Python and R inside an AI data notebook you can review and share.

Livedocs is an AI data notebook where reactive cells re-run themselves and plain-English prompts write the SQL and Python.

Daft is an open-source multimodal data engine for turning video, images, audio, and PDFs into training-ready datasets.

Open-source Python framework for building, versioning, and deploying ML, AI, and data science workflows to the cloud.

Observable is a reactive JavaScript notebook for building interactive data visualizations and shareable data apps in the browser.

Chat2DB turns plain English into runnable SQL across 40+ databases — with AI text-to-SQL that keeps your rows on your own machine.

GetDot is an AI data analyst that answers plain-English questions in Slack, Teams, or email with the number, the chart, and the SQL behind

Open-source SQL data warehouse on object storage — BI analytics, vector search, full-text search and geospatial in one engine

Prompt-to-dashboard AI that builds live, governed BI dashboards from a written brief

Text2SQL.ai converts plain-English questions into dialect-correct SQL for 10+ databases, with a schema-aware assistant and a local-execution desktop app.

PandasAI turns plain-English questions into SQL, pandas code, and charts with proactive anomaly alerts

GPT-Vis turns LLM answers into charts with an AI-native vis syntax and streaming render.

OneKE is an open-source bilingual knowledge extraction framework for NER, relation and event extraction from unstructured text.

Julius AI turns plain-English questions about your CSV, Excel, or Postgres data into charts, statistical tests, and regression models.

Python data apps with Plotly Dash: build interactive analytics dashboards using pure-Python callbacks and no front-end code.

Airbyte replicates data from 700+ sources and serves it to AI agents as governed context through its MCP server and Context Store.

Amazon SageMaker unifies data, analytics, and AI so teams can build, train, and deploy ML and foundation models on AWS.

Kestra orchestrates data pipelines, infrastructure automation, and AI agent workflows from declarative YAML in one engine.

Generate interactive 3D models and charts in the Gemini app from a single prompt

Explore experimental AI models for cyclone forecasting from Google, now with live lightning and storm cell tracking.

Embed AI-generated dashboards and conversational BI chat inside your own product, white-labeled to match your brand.

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