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Comparison · Analytics
Dagster vs NetObserv
A side-by-side editorial comparison of Dagster and NetObserv — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster vs NetObserv: at a glance
What is Dagster?
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.
What is NetObserv?
NetObserv hit 2.0 without breaking changes, then started renaming its metrics.
NetObserv's operator reached 2.0.0 in September, labelled entirely non-breaking: BGP ASN enrichment through FRRConfiguration CRDs, DNS names in metrics, DNS port configuration in the FlowCollector API, stricter RBAC and network policies for the operator itself, and TLS settings taken from the OpenShift API server. 2.0.1 was fixes and dependency bumps. 2.0.2 fixes ASN labels and IPSec metrics, captures OpenSSL socket tuples at event time in the eBPF agent, and renames filtered_flows_total to filtered_packets_total.
Dagster vs NetObserv: editorial side-by-side
Dagster
5.0ANALYTICS
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
◆ Current state
Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.
◆ Where it's heading
The Dagster+ MCP server has grown release by release, from launching runs without a code location in September to controlling schedules, sensors and partitions now. Combined with the dbt split, Dagster is trimming legacy dependencies while making the orchestrator something an agent can operate, not just a person in the UI.
◆ Prediction
The MCP server still lacks write access to things like backfills and alert policies, so expanding it there is the most visible next step; further Python and dbt version floors are likely to follow the 3.10 cut.
NetObserv
2.5ANALYTICS
NetObserv hit 2.0 without breaking changes, then started renaming its metrics.
◆ Current state
NetObserv's operator reached 2.0.0 in September, labelled entirely non-breaking: BGP ASN enrichment through FRRConfiguration CRDs, DNS names in metrics, DNS port configuration in the FlowCollector API, stricter RBAC and network policies for the operator itself, and TLS settings taken from the OpenShift API server. 2.0.1 was fixes and dependency bumps. 2.0.2 fixes ASN labels and IPSec metrics, captures OpenSSL socket tuples at event time in the eBPF agent, and renames filtered_flows_total to filtered_packets_total.
◆ Where it's heading
The 2.0 line adds routing context (BGP ASNs) and DNS identity to flows, which moves the tool from 'which pod talked to which' toward 'which network and service.' The operator's own security posture, with RBAC, network policies and TLS profiles, is getting as much attention as the data. The TLS thread continues inside the eBPF agent, with OpenSSL tracking narrowed to packet mode in 2.0.2.
◆ Prediction
Expect 2.0.x fixes around the new ASN and TLS enrichment, which both needed corrections in 2.0.2. The metric rename is a signal that dashboards built on older names may need updating in later releases too.
Alternatives to Dagster and NetObserv
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Dagster or NetObserv.
Dovetail
Dovetail lets admins choose which connectors members can plug into the workspace.
OpenHouse
OpenHouse adds time-zone-aware retention and per-database table caps.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
RStudio
RStudio opens the 2026.11 train with another NOTICE file update.
See all Dagster alternatives → · See all NetObserv alternatives →
Recent activity from Dagster and NetObserv
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 8d agoDagster1.13.29: more mobile layouts, faster search and catalog
- 14d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 16d agoNetObserv2.0.2 fixes ASN enrichment and renames a flow metric
- 18d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 1mo agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
- 1mo agoNetObserv2.0.1 adjusts DNS port defaults and bumps dependencies
- 1mo agoNetObserv2.0.0 adds BGP ASN enrichment and stricter operator RBAC
- 3mo agoNetObserv1.12.0 adds TLS alerting, flp-informers and signed releases
- 4mo agoNetObserv1.11.5 adds TLS metrics, Kafka compression and drop events
- 7mo agoNetObservTLS tracking arrives as a feature knob with new TLS fields ⚡
Frequently asked questions
What is the difference between Dagster and NetObserv?
They serve adjacent needs but don't currently overlap on shipped themes. Dagster is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Dagster better than NetObserv?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Dagster?
Top Dagster alternatives in Analytics are ranked by recent ship velocity. Browse the "Dagster alternatives" section above for the current picks, or visit /alternatives/dagster for the full list with editorial commentary on each.
What are the best alternatives to NetObserv?
Top NetObserv alternatives in Analytics are ranked by recent ship velocity. Browse the "NetObserv alternatives" section above for the current picks, or visit /alternatives/netobserv for the full list with editorial commentary on each.