HopsworksThe AI Lakehouse for Real-Time ML
vs
Neptune.aiExperiment tracker purpose-built for foundation model training.
Comparison · MLOps Platforms · weekly run Nov 2
Hopsworks vs Neptune.ai
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Neptune.ai is the stronger AI pick in MLOps Platforms: it has a visibility score of 2.6 versus 0.3 for Hopsworks.
Choose Hopsworks if…
- You need ISO 27001 or SOC 2 Type II or GDPR or HIPAA coverage
Choose Neptune.ai if…
- You want the brand AI engines rank higher (2.6 vs 0.3)
- AI answers describe it more positively (25% vs 0% positive)
- You prefer a larger, established vendor (51–200 employees)
- Collaboration-first dashboard for tracking experiments
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Hopsworks | Neptune.ai |
|---|---|---|
| Visibility score | 0.3% | 2.6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #52 | #24 |
| Share of voice | 0.1% | 0.6% |
| Mentions this run | 1 | 4 |
| Positive in AI answers | 0% | 25% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Hopsworks 0pp · Neptune.ai 0pp over 0 weekly runs.
Engine by engine
Neptune.ai leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
HopsworksNeptune.ai
Head to head in AI answers
0 engine answers name both brands
0Hopsworks ranked higher
0Neptune.ai ranked higher
Features, pricing & fit
| Dimension | Hopsworks | Neptune.ai |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Contact sales | — |
| Free plan | Yes | — |
| Deployment | Fully managed SaaS, self-hosted on Kubernetes, on-premises, air-gapped and hybrid | Hosted service by default, with a self-hosted option on-premises or on AWS, Google Cloud or Azure as a Kubernetes cluster, deployed as microservices via a Helm chart. |
| Integrations | — | 25+ |
| Compliance | ISO 27001, SOC 2 Type II, GDPR, HIPAA | — |
| Support | Community support, Dedicated support team and custom integrations on Enterprise plan, Platform SLA on Enterprise plan | — |
| Founded | 2017 | 2017 |
| Headquarters | Stockholm, Sweden | Palo Alto, California, United States |
| Employees | 11–50 | 51–200 |
| Funding | Series B | Series A · $18M raised |
| Best for | Teams building production ML systems that need real-time feature serving and reuse of features across models | Teams training foundation models and other large-scale machine learning models that need to monitor GPT-scale training runs. |
Plans side by side
Neptune.ai
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Hopsworks
Profile in progress.
Neptune.ai
- Collaboration-first dashboard for tracking experiments
- Lightweight metadata store built for experiment tracking
- Discounts on annual plans
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Hopsworks vs Neptune.ai”, https://slateindex.ai/compare/hopsworks-vs-neptune-ai, data of Nov 2, 2026. Licence: CC BY 4.0.