Open-source feature store that manages the machine-learning data teams use for both model training and real-time predictions.
feast.dev
Alternatives to
Hopsworks
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 | Teams and companies building AI coding agents or IDE integrations that need to apply code edits reliably | — | |
| 4 | Developers and organizations needing high-accuracy, deterministic structured data extraction from documents, images, audio or video | — | |
| 5 | Developers building AI agents that need to send/receive email, SMS, voice calls or iMessage | — | |
| 6 | AI development teams, enterprises and startups building agentic systems, code assistants and conversational AI | — | |
| 7 | Teams building RAG pipelines, AI research agents, lead enrichment and competitive intelligence tools | — | |
| 8 | AI/agent developers, startups and enterprises needing to safely execute AI-generated code | — | |
| 9 | AI/ML developers and enterprises (healthcare, supply chain, legal, fintech) needing browser automation for AI agents | — | |
| 10 | Teams building AI agents that take real actions against third-party SaaS APIs (GitHub, Slack, Stripe, Linear) | — | |
| 11 | AI engineering teams | Product teams with non-technical prompt editors | — | |
| 12 | AI/ML engineers | Data scientists | Platform teams | — |
#1
- ✓ Completely free and open source, no paid tier
- ✓ Broad support: 10+ offline stores, 15+ online stores
#3
API that instantly merges AI-generated code edits into your actual files, so coding agents can make changes without rewriting whole files.
morphllm.com
- ✓ Purpose-built for fast, accurate code-edit application (10,500 tok/s, ~98% accuracy)
- ✓ Used in production by JetBrains, Vercel and Webflow
#4
AI model purpose-built for tasks that need a consistent, reliable answer every time — reading documents, classifying content, transcribing speech.
interfaze.ai
- ✓ Deterministic, auditable outputs (confidence scores, bounding boxes)
- ✓ Handles text, images, audio, files and video in one API
#5
Gives AI agents their own email address, phone number and iMessage identity, so they can send, receive and act on real-world communication.
inkbox.ai
- ✓ Bundles email, SMS, voice and iMessage into one agent-native API
- ✓ Shared context/vault persists across channels
#6
Cloud inference platform for running and fine-tuning open-source language models fast, without owning any GPUs.
fireworks.ai
- ✓ OpenAI/Anthropic-compatible API for easy migration
- ✓ Fine-tuning bundled with inference (SFT, DPO, RL, LoRA)
#7
Web scraping and crawling API that turns entire websites into clean, structured data ready for AI models to read.
firecrawl.dev
- ✓ Purpose-built output formats (markdown, JSON schema) for AI consumption
- ✓ Open source with a large, active community
#8
Secure, disposable cloud sandboxes that let AI agents safely execute generated code without touching real production systems.
e2b.dev
- ✓ Very fast sandbox startup (sub-200ms) via Firecracker microVMs
- ✓ Open-source SDK with self-hosted/BYOC options for compliance
#9
Cloud infrastructure of real, headless browsers that AI agents can control to browse, click and fill out forms like a human would.
browserbase.com
- ✓ Real headless browser instances, not a simulation
- ✓ Handles authentication/session persistence for logged-in flows
#10
Testing environment that gives AI agents realistic, stateful clones of GitHub, Slack, Stripe and other SaaS tools so bugs get caught before production.
archal.ai
- ✓ Stateful, realistic clones instead of static mocked responses
- ✓ Full traceability of API calls and state changes for debugging
#11
Collaboration platform for AI teams to manage, test and monitor the prompts that power their LLM applications.
promptlayer.com
- ✓ Lets non-engineers safely edit and test prompts
- ✓ Eval harness catches regressions before deployment
#12
Serverless cloud platform that runs Python code, including AI model training and inference, on GPUs with sub-second startup and pay-per-second billing.
modal.com
- ✓ Sub-second cold starts even for large GPU-backed containers
- ✓ Pay-per-second, zero charge for idle compute
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.