Alternatives

Best Hopsworks alternatives in 2026

Data compiled by Toolradar Updated October 26, 2026 How we rate

Cite this list: Toolradar, best Hopsworks alternatives 2026, toolradar.com/alternatives/hopsworks

3 direct alternatives to Hopsworks and 5 more tools in the same category, compared on pricing, features, and best-for use cases. Pick the right replacement without the marketing fluff.

Quick answer

Databricks is the top alternative to Hopsworks on our list, followed by Snowflake and Kubeflow.
3 of the 8 alternatives have a free plan, starting with Kubeflow.
Highest rated: MongoDB, 4.7 out of 5 from 473 ratings, Sep 2026.

Publications that cover the tools tracked here

8 alternatives
3 direct
3 with a free plan

Databricks
#1 Top pick
Unified analytics for data engineering, science, and ML
Pricing
Not published
4.6 /5 across G2 and Capterra · 1,385 ratings, Sep 2026
Our take
Best overall
Read the review
Snowflake
#2
Unify your data across clouds with separate compute and storage
Pricing
Contact sales
4.1 /5 across G2, Capterra and Trustpilot · 865 ratings, Sep 2026
Read the review
Kubeflow
#3
The open-source foundation for building and deploying AI platforms on Kubernetes.
Pricing
Free
4.5 /5 on G2 · 22 ratings, Oct 2026
Our take
Best free tier
Read the review

Hopsworks vs 8 alternatives

Hopsworks and its alternatives compared on starting price (cheapest paid plan, monthly, as of October 2026), free plan and average user rating, and how directly each replaces it.
Tool	Starting price (Oct 2026)	Free plan	Rating	Fit
Hopsworks Compared tool	Price: Free + paid	Free plan: Yes	4.5 out of 5, from 5 ratings across G2 and Capterra (5)
Databricks	Price: Not published	Free plan: No	4.6 out of 5, from 1,385 ratings across G2 and Capterra (1,385)	Direct alternative
Snowflake	Price: Contact sales	Free plan: No	4.1 out of 5, from 865 ratings across G2, Capterra and Trustpilot (865)	Direct alternative
Kubeflow	Price: Free	Free plan: Yes	4.5 out of 5, from 22 ratings on G2 (22)	Direct alternative
AWS	Price: Usage-based	Free plan: No	4.4 out of 5, from 17,730 ratings on G2 (17,730)	Same category as Hopsworks
Google Cloud	Price: Contact sales	Free plan: No	4.6 out of 5, from 556 ratings on Capterra (556)	Same category as Hopsworks
MongoDB	Price: $8/mo	Free plan: Yes	4.7 out of 5, from 473 ratings on Capterra (473)	Same category as Hopsworks
Oracle Cloud	Price: Free + paid	Free plan: Yes	3.5 out of 5, from 19,234 ratings across SourceForge, G2, Trustpilot and more (19,234)	Same category as Hopsworks
Google Cloud Storage	Price: Usage-based	Free plan: No	4.7 out of 5, from 2,892 ratings across G2 and Capterra (2,892)	Same category as Hopsworks

Why people consider alternatives to Hopsworks

Hopsworks is an AI Lakehouse platform designed to streamline the entire machine learning lifecycle, from feature engineering to model deployment and monitoring.

Here are the real cost and limitation gotchas that push teams to look elsewhere:

SaaS tier costs depend entirely on usage, can be unpredictable.
Community support only for Free/SaaS, dedicated support is Enterprise.

The 3 direct alternatives below cover the same core job (data & databases) with different trade-offs. The 5 tools marked "Same category as Hopsworks" fit the category but replace Hopsworks less directly.

See full Hopsworks review Best data & databases tools How we rank

Hopsworks by the numbers

Hopsworks compared with 110 ETL & Data Pipelines tools on Toolradar, as of Oct 2026
Metric	Hopsworks	Peer median	Position (1 is best)
Free plan	Yes	61% have one	n/a
Listed as an alternative to	1 tool	2	#56 of 110 (joint)

Each position is counted among the tools that have data for that row, as noted under it. All ETL & Data Pipelines data · How we compute this. Advertising and placement fees are not inputs to any position.

Cite this: Toolradar, “Hopsworks by the numbers”, Oct 2026.

Data & Databases leaderboards from Toolradar data

Toolradar ranks Data & Databases tools on one measure at a time, only where at least 8 tools have data. As of Oct 2026.

CSV

Lowest entry price, plans with no stated unit

Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.

Counted among 157 tools with no stated price unit, verified price.

Lowest entry price, plans with no stated unit, Data & Databases tools on Toolradar, as of Oct 2026
#	Tool	Entry plan
1	DataForSEO	$1/mo
2	Drizzle Studio	$1.67/mo, billed yearly
3	JSON Editor Online	$2/mo, billed monthly
4	CPFHub.io	$4/mo, billed monthly
4	SQLAI.ai	$4/mo, billed monthly

Lowest entry price, per-user plans

Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.

Counted among 22 tools priced per user, verified price.

Lowest entry price, per-user plans, Data & Databases tools on Toolradar, as of Oct 2026
#	Tool	Entry plan
1	Open Wearables	$4/user/mo, billed monthly
1	agmsg	$4/user/mo, billed monthly
3	Baserow	$5/user/mo, billed monthly
3	Dolt	$5/user/mo, billed monthly
3	Dome (YC F25)	$5/user/mo, billed monthly

Most media coverage, last 30 days

Number of distinct articles published in the last 30 days by independent press, blogs and newsletters that mention the tool. A story carried by several outlets counts once; the vendor's own blog, review sites, forums and republishing sites do not count.

Counted among 17 tools mentioned in the last 30 days.

Most media coverage, last 30 days, Data & Databases tools on Toolradar, as of Oct 2026
#	Tool	Articles
1	Google Cloud	34 articles
1	MongoDB	34 articles
3	ZoomInfo	8 articles
4	SerpAPI	5 articles
4	SolarWinds	5 articles

A position exists only when at least 8 tools have data for that metric. 179 of 567 Data & Databases tools have a verified price; the others publish none we could read (often "contact sales"). Advertising and placement fees are not inputs to any position. Visit counts include visits from every source. How we compute this. Cite this: Toolradar, “Data & Databases leaderboards”, Oct 2026. Data licensed CC BY 4.0. All Data & Databases statistics.

8 alternatives to Hopsworks

Direct alternatives come first, ranked by G2 and Capterra ratings, media mentions, and editor review. Tools marked "Same category as Hopsworks" follow, ranked the same way.

Frequently asked questions

What is the best alternative to Hopsworks?

Based on real-signal scoring (G2 and Capterra ratings, media mentions, and editorial review), the top alternatives to Hopsworks are Databricks, Snowflake, Kubeflow. Each solves the same core job with different trade-offs on pricing, features, and integrations.

Is there a free alternative to Hopsworks?

Yes. Kubeflow is 100% free (no paid upgrade path) (The open-source foundation for building and deploying AI platforms on Kubernetes). Freemium tools on this list offer a free tier with paid upgrades; they are not the same as fully free.

Why do people look for Hopsworks alternatives?

Common reasons teams switch away from Hopsworks: pricing that scales aggressively, missing integrations with the rest of their stack, performance or scale limits, or a specific feature gap in data & databases. The alternatives on this page solve the same core problem with different trade-offs.

Side-by-side comparisons

In-depth comparison pages for Hopsworks versus each alternative.

Hopsworks vs Databricks Hopsworks vs Snowflake Hopsworks vs Kubeflow

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