What AI says about Hopsworks
Since Jul 5Updated Nov 2, 2026Based on 42,539 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Hopsworks is an open-source platform and feature store that supports both batch training and low-latency real-time inference. It is regularly recommended for engineering teams that need to integrate feature pipelines across Spark and real-time prediction services.
HopsworksThis page1%
Products
Mentioned in
1%
of AI answers about Hopsworks and its rivals
- ChatGPT<1%
- Google AI Mode1%
Markets where AI mentions Hopsworks
Market# · Mentioned in
All markets1%
- Machine Learning Feature Store PlatformsAI picks Feast most#3 · 68%
- Data Version Control ToolsAI picks lakeFS and 1 more about as often#27 · 2%
- Enterprise MLOps Model Registry PlatformsAI picks MLflow most#28 · 3%
- Model Drift Monitoring & Retraining ToolsAI picks Arize AI and 2 more about as often#48 · 1%
- Predictive Churn Analytics SoftwareAI picks Gainsight most#68 · 1%
- RLHF Data Collection & Training PlatformsAI picks Scale most#69 · 1%
- Customer Data Platforms & Churn PredictionAI picks Hightouch most#71 · 1%
- MLOps and Inference Serving PlatformsAI picks Modal most#130 · <1%
Topics where AI mentions Hopsworks
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- What's the best feature store for serving real-time features to ML models?on this questionAI picks Feast and 1 more about as often87%
Excerpts where Hopsworks appeared in the AI's answer
ChatGPTSep 14, 2026, ChatGPT Hopsworks is the one I'd benchmark against it if latency is your absolute priority.
Google AI ModeSep 10, 2026, Google AI Mode Hopsworks (Open Source & Managed) – Excellent for real-time feature pipelines with a heavy focus on data governance
How prominently AI mentions Hopsworks
- Named first5%
- 2nd or 3rd47%
- Later48%
Insights for Hopsworks
Gap between platforms: The platform gap in Machine Learning Feature Store Platforms narrowed
Google AI ModeGoogle AI Mode92%ChatGPTChatGPT45%
How AI rates Hopsworks
Common descriptions
high-performance · open-source · comprehensive · integrated mlops platform · enterprise-grade
Tone of AI’s statements about Hopsworks
- Positive69%
- Neutral30%
- Mixed1%
- Negative<1%
Hopsworks in AI answers
Question: We want to build a library of reusable features for our models. What is the best feature store solution for a mid-sized company?
ChatGPTOct 25, 2026
Hopsworks... Worth evaluating if you want more of a packaged feature-store experience than Feast alone provides
Google AI ModeSep 18, 2026
Hopsworks is a balanced, integrated platform that handles both feature management and end-to-end MLOps exceptionally well
Question: Which churn analytics tools run historical backtests and show whether risk scores remain calibrated after product pricing or customer-mix changes?
Google AI ModeOct 21, 2026
Platforms like Feast or Hopsworks combined with data warehouses (Snowflake, BigQuery) allow data teams to replay historical feature states and run backtests.
Sources AI cites
- Your site36%
- Feature Store: The Definitive Guide - MLOps Dictionary | Hopsworks (opens in a new tab) · 8%
- Feature Store: The Definitive Guide - MLOps Dictionary | Hopsworks (opens in a new tab) · 4%
- Feature Store | Hopsworks (opens in a new tab) · 4%
- How to build your own Feature Store | Hopsworks (opens in a new tab) · 3%
- MLOps with a Feature Store | Hopsworks (opens in a new tab) · 2%
- Feature Store: The missing data layer for Machine Learnin... | Hopsworks (opens in a new tab) · 2%
- Feature Store | Hopsworks (opens in a new tab) · 2%
- News | Hopsworks (opens in a new tab) · 1%
- Introducing the Serverless Feature Store | Hopsworks (opens in a new tab) · 1%
- Hopsworks - The AI Lakehouse for Real-Time ML | Hopsworks (opens in a new tab) · 1%Leaves Hopsworks out
- Leaves Hopsworks out9%
- MLOps with a Feature Store. TLDR; If AI is to become embedded in… | by Fabio Buso | Feature Stores for ML | Medium (opens in a new tab) · 2%
- MLOps with the Feature Store — Hopsworks | by Jim Dowling | TDS Archive | Medium (opens in a new tab) · 1%
- A Deep Dive into Feature Stores. Feature stores are the “heart” of any… | by Samuel Taiwo | Medium (opens in a new tab) · 1%
- Building Real-Time ML Pipelines with a Feature Store | by Adi Hirschtein | Feature Stores for ML | Medium (opens in a new tab) · 1%
- What is a Feature Store for ML?. Feature Stores have become the key… | by Jim Dowling | Feature Stores for ML | Medium (opens in a new tab) · 1%
- Medium (opens in a new tab) · <1%Leaves Hopsworks out
- A3 Learn Databricks AI: Feature Store in Databricks | by THE BRICK LEARNING | Medium (opens in a new tab) · <1%
- A Practical Guide to Feature Stores for Data Engineers | by Kazim Musa | Medium (opens in a new tab) · <1%
- ⚙️ Amazon SageMaker Feature Store Demo 🛠️ | by Anvesh Muppeda (opens in a new tab) · <1%
- Scaling Large-Scale Model Training on CPUs with Ray + Databricks: The Clean Pattern (opens in a new tab) · <1%
- 6%
- Building Real-Time ML Features with Feast, Spark, Redis, ... (opens in a new tab) · 1%
- From Real-Time ML to Agents with Hopsworks - Feature Store Summit 2025 (opens in a new tab) · 1%
- Learn how to build your own lightweight feature store and ... (opens in a new tab) · 1%
- Feature Stores: What They Are & When You Really Need ... (opens in a new tab) · 1%
- Feature Stores: The Missing Piece in Your ML Infrastructure (opens in a new tab) · 1%
- Unlocking the Power of Apache Flink: An Introduction in 4 Acts - YouTube (opens in a new tab) · <1%
- From Real-Time ML to Agents with Hopsworks (opens in a new tab) · <1%
- Building a Real-Time ML Pipeline with a Feature Store (opens in a new tab) · <1%
- Online Databricks Feature Store for Real-Time Inferencing (opens in a new tab) · <1%
- Eliminating Training-Serving Skew in ML Systems | Uplatz (opens in a new tab) · <1%
- Leaves Hopsworks out5%
- Hopsworks Platform - Hopsworks Documentation (opens in a new tab) · 2%Leaves Hopsworks out
- Overview - Hopsworks Documentation (opens in a new tab) · 1%
- Hopsworks Platform - Hopsworks Documentation (opens in a new tab) · 1%
- Hopsworks Platform - Hopsworks Documentation (opens in a new tab) · 1%
- Architecture - Hopsworks Documentation (opens in a new tab) · 1%
- Hopsworks Documentation (opens in a new tab) · <1%
- hsfs.feature_store - Hopsworks Documentation (opens in a new tab) · <1%
- Leaves Hopsworks out4%
- What is a Feature Store? A Complete Guide to ML Feature Engineering | Databricks Blog (opens in a new tab) · 3%Leaves Hopsworks out
- What is a Feature Store? | Databricks (opens in a new tab) · <1%
- Databricks Feature Store | Databricks (opens in a new tab) · <1%
- Feature Store and Online Inference - Databricks (opens in a new tab) · <1%
- 3%
