DagsterData your team trusts. AI that runs on it.
vs
Neptune.aiExperiment tracker purpose-built for foundation model training.
Comparison · MLOps Platforms · weekly run Nov 2
Dagster 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 0.7 for Dagster.
Choose Dagster if…
- AI answers describe it more positively (50% vs 25% positive)
- You need SOC 2 Type II or HIPAA coverage
- named as a practical orchestration choice
Choose Neptune.ai if…
- You want the brand AI engines rank higher (2.6 vs 0.7)
- You need a self-hosted or on-premises option
- Collaboration-first dashboard for tracking experiments
- Lightweight metadata store built for experiment tracking
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Dagster | Neptune.ai |
|---|---|---|
| Visibility score | 0.7% | 2.6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #40 | #24 |
| Share of voice | 0.3% | 0.6% |
| Mentions this run | 2 | 4 |
| Positive in AI answers | 50% | 25% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Dagster 0pp · Neptune.ai 0pp over 0 weekly runs.
Engine by engine
Neptune.ai leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
DagsterNeptune.ai
Head to head in AI answers
0 engine answers name both brands
0Dagster ranked higher
0Neptune.ai ranked higher
Features, pricing & fit
| Dimension | Dagster | Neptune.ai |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | $10 / mo | — |
| Free plan | No · 30-day trial | — |
| Deployment | Serverless or hybrid deployment; under hybrid, compute runs in the customer's own infrastructure while Dagster manages the control plane. | 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 | SOC 2 Type II, HIPAA | — |
| Support | Dagster community, Support Center and Ask AI, Billing support, Dedicated Slack or Microsoft Teams channel (Pro plan) | — |
| Founded | 2018 | 2017 |
| Headquarters | San Francisco, CA, United States | Palo Alto, California, United States |
| Employees | 51–200 | 51–200 |
| Funding | Series B · $49M raised | Series A · $18M raised |
| Best for | Data teams running dbt, Snowflake and Python data pipelines who want lineage and health visibility across their stack. | 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
Dagster
- named as a practical orchestration choice
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, “Dagster vs Neptune.ai”, https://slateindex.ai/compare/dagster-vs-neptune-ai, data of Nov 2, 2026. Licence: CC BY 4.0.