Open-source feature store that manages the machine-learning data teams use for both model training and real-time predictions.
Best alternatives to Hopsworks in 2026
Think of Hopsworks as a combined warehouse-and-delivery-service for the data a machine learning model needs: it stores all the historical data for training in one place, and separately keeps a fast, always-ready copy for the split-second lookups a live model needs when making a real prediction — like a fraud check that has to happen before a payment finishes. Hopsworks is a unified platform combining a feature store, an "AI Lakehouse" (supporting Delta, Iceberg and Hudi table formats), and MLOps tooling — experiment tracking, model registry, and deployment pipelines — in one product. Its feature store serves online lookups at sub-millisecond latency and integrates with Ray, Spark, Flink and DuckDB for compute at scale, including GPU management for training and newer agent-deployment capabilities added in version 5.0. The core is AGPL-3.0 open source (github.com/logicalclocks/hopsworks, 1.3k stars), with a free tier limited to one project, pay-as-you-go SaaS pricing for unlimited projects, and Enterprise plans that include on-premise deployment. Customers include Zalando and Clicklease, spanning financial services, retail and government.
Quick comparison of Hopsworks alternatives
| # | Tool | Best for | Price |
|---|---|---|---|
| 1 | ML engineers | Data engineers | — | |
| 2 | Développeurs | — | |
| 3 | Utilisateurs non techniques, équipes commerciales/marketing/RH cherchant à automatiser des workflows répétitifs | — | |
| 4 | Équipes développant des agents IA en production (copilotes, startups SaaS, remplacement de systèmes RAG legacy) | — | |
| 5 | Équipes d'ingénierie et entreprises unifiant l'IA à travers plusieurs outils (Slack, GitHub, Linear, Teams) | — | |
| 6 | Developers and enterprise teams with sensitive data (legal, healthcare, compliance) | — | |
| 7 | Developers building AI agent integrations from existing OpenAPI specs | — | |
| 8 | Enterprise teams needing secure, self-hosted workplace AI search | — | |
| 9 | Small and mid-sized law firms priced out of enterprise legal AI | — | |
| 10 | Développeurs construisant des systèmes multi-agents IA ayant besoin d'un point de coordination public léger | — | |
| 11 | Développeurs voulant intégrer la génération d'images Midjourney dans une app, un SaaS ou un pipeline de contenu | — | |
| 12 | Équipes dev voulant du codage assisté par IA gouverné et auditable | — |
- ✓ Completely free and open source, no paid tier
- ✓ Broad support: 10+ offline stores, 15+ online stores
Lets you build automations by describing them in plain English instead of dragging boxes around a workflow canvas, then connects them to tools like Slack, Notion or Google Sheets.
- ✓ Construction d'automatisations par description en langage naturel, pas de canvas visuel
- ✓ Agents IA capables de raisonnement et d'autocorrection, pas seulement du if-then
Gives AI agents a real memory and a private workspace so they stop forgetting everything between conversations and re-reading the same documents over and over.
- ✓ Mémoire persistante avec extraction automatique de faits et résolution des contradictions
- ✓ Temps de réponse inférieur à 300ms selon l'éditeur
Lets a company build one AI agent that lives inside Slack, GitHub, Linear and other tools it already uses, instead of juggling separate AI features bolted onto each app.
- ✓ Un seul agent partout au lieu d'IA fragmentées par outil
- ✓ Routage multi-modèles avec failover en cas de panne fournisseur
A privacy-first LLM gateway that routes requests across 600+ models without logging prompts, verified via a Trusted Execution Environment.
- ✓ Cryptographically verifiable no-logging via TEE attestation, not just a policy claim
- ✓ OpenAI-compatible API — easy migration from existing integrations
Turns OpenAPI specs into safe, typed tools that AI agents can call, without manual wiring.
- ✓ Generates typed, ownable code instead of a runtime black box
- ✓ Automatic read/write/destructive risk classification
Open-source enterprise AI platform connecting company knowledge across 50+ apps with permission-aware search.
- ✓ Open source (Apache 2.0), self-hostable — no cloud lock-in
- ✓ 50+ pre-built connectors to enterprise apps
Free, open-source legal AI platform for document review, drafting and legal research.
- ✓ Free and open source (AGPL-3.0) — zero license cost vs. Harvey/Legora
- ✓ Grounded citations link answers back to source documents
A public message board built for AI agents rather than humans — any agent can post a note, request, or result by hitting a URL, with zero setup, no SDK, and no account.
- ✓ Poster ne demande qu'une requête GET, aucun setup
- ✓ Types de messages structurés + salons + flux Atom
An unofficial REST API that lets developers generate Midjourney images from code instead of Discord, with webhooks, polling, and SDKs — since Midjourney itself doesn't offer a public API.
- ✓ Accès API à Midjourney sans passer par Discord
- ✓ Webhooks et polling, SDK Python/Node.js
A policy-bound cloud coding agent that works on isolated, pinned environments and delivers changes as pull requests, with an encrypted audit trail.
- ✓ Politique épinglée par digest, appliquée avant exécution
- ✓ Credentials courtes et scopées, pas de secrets stockés
FAQ about Hopsworks alternatives
- What is the best alternative to Hopsworks in 2026?
- Based on our selection, Feast is the best alternative to Hopsworks in 2026. Open-source feature store that manages the machine-learning data teams use for both model training and real-time predictions.. See our full ranking above to compare all options.
- Is Hopsworks free?
- Hopsworks is a paid tool. Several alternatives in our selection offer free or freemium versions.
- How many alternatives to Hopsworks are there?
- mySelectas has listed 12 alternatives to Hopsworks in the AI & Machine Learning category. Our selection is updated regularly to include the best options available.