RStudio
RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
Comparison · Analytics
dbt Core vs OpenCTI
A side-by-side editorial comparison of dbt Core and OpenCTI — release velocity, themes, recent moves, and the top alternatives to consider.
dbt Core vs OpenCTI: at a glance
What is dbt Core?
dbt's 1.x releases now point users at v2 straight from the command line.
dbt 2.0 GA split the project into a proprietary 'dbt' binary and dbt-oss, and the 2.0 dev channel has since added read-only Databricks Unity Catalog access through Lake Compute. The 1.x line is still shipping: 1.13.0b1 adds an opt-in --use-v2-parser that hands parsing to the Fusion parser, and today's 1.12.6 prints a v2 availability notice on dbt --version and relays Fusion parser logs through the otel log format.
What is OpenCTI?
OpenCTI rebuilds its knowledge graph: keyboard control, grouping by type, SVG export.
Filigran shipped four OpenCTI weeklies in a week. 7.261021.1 (replacing a deleted 7.261021.0) lets Ask Ariane show and download decks, reports and videos made by XTM One and overhauls every graph surface. 7.261023.0 adds keyboard control of graphs, grouping of same-type objects and higher-resolution or SVG graph export, plus fixes for live-stream resource leaks. 7.261023.1 and 7.261026.0 are fix releases.
dbt Core vs OpenCTI: editorial side-by-side
dbt Core
6.3ANALYTICS
dbt's 1.x releases now point users at v2 straight from the command line.
◆ Current state
dbt 2.0 GA split the project into a proprietary 'dbt' binary and dbt-oss, and the 2.0 dev channel has since added read-only Databricks Unity Catalog access through Lake Compute. The 1.x line is still shipping: 1.13.0b1 adds an opt-in --use-v2-parser that hands parsing to the Fusion parser, and today's 1.12.6 prints a v2 availability notice on dbt --version and relays Fusion parser logs through the otel log format.
◆ Where it's heading
The 1.x branch is being turned into an on-ramp for v2: a PyPI banner in 1.12.5, a CLI notice in 1.12.6, deprecated-version warnings and the Fusion parser opt-in in 1.13. Meanwhile 2.0 work concentrates on adapter parity (ClickHouse, Databricks) and Lake Compute.
◆ Prediction
Expect 1.13 to reach GA with the v2 parser opt-in and more migration prompts, and 2.0.x to extend Lake Compute past read-only Unity access. The entries don't show an end-of-life date for 1.x.
OpenCTI
5.0ANALYTICS
OpenCTI rebuilds its knowledge graph: keyboard control, grouping by type, SVG export.
◆ Current state
Filigran shipped four OpenCTI weeklies in a week. 7.261021.1 (replacing a deleted 7.261021.0) lets Ask Ariane show and download decks, reports and videos made by XTM One and overhauls every graph surface. 7.261023.0 adds keyboard control of graphs, grouping of same-type objects and higher-resolution or SVG graph export, plus fixes for live-stream resource leaks. 7.261023.1 and 7.261026.0 are fix releases.
◆ Where it's heading
The knowledge graph is getting the attention dashboards got the week before, closing feature requests that date back years (some issue numbers are under 2000). In parallel, XTM One output keeps moving into the chat, and organization segregation and connector catalog hygiene keep appearing in fix lists.
◆ Prediction
Expect further graph work in coming weeklies and the Material UI 9 migration to finish, with occasional regressions. The entries do not indicate when a new LTS line will be cut.
Alternatives to dbt Core and OpenCTI
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 dbt Core or OpenCTI.
OpenReplay
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Fulcrum
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
See all dbt Core alternatives → · See all OpenCTI alternatives →
Recent activity from dbt Core and OpenCTI
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoOpenCTIOpenCTI 7.261026.0: bulk-update and dashboard access fixes
- 5d agoOpenCTIOpenCTI 7.261023.1: saved-filter switching fix
- 6d agoOpenCTIOpenCTI 7.261023.0: keyboard graph control, grouping, SVG export
- 7d agoOpenCTIOpenCTI 7.261021.1: XTM One outputs in Ask Ariane, graph refresh
- 7d agoOpenCTIOpenCTI 7.261021.0 (withdrawn, replaced by 7.261021.1)
- 10d agoOpenCTIDashboard variables and XTM One decks and videos in chat
- 15d agodbt Coredbt 1.12.6 points users to v2 and fixes Fusion parser logging
- 15d agodbt Coredbt 1.11.16 fixes nested wildcard selectors, adds tarball path check
- 15d agodbt Coredbt-core 1.13 beta adds opt-in Fusion parser and dbt login
- 1mo agodbt CoreLake Compute gains Databricks Unity Catalog read access
- 1mo agodbt Coredbt v2.0.0 ⚡
- 1mo agodbt Coredbt v1.12.5
Frequently asked questions
What is the difference between dbt Core and OpenCTI?
They serve adjacent needs but don't currently overlap on shipped themes. dbt Core is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 dbt Core better than OpenCTI?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. dbt Core is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 dbt Core?
Top dbt Core alternatives in Analytics are ranked by recent ship velocity. Browse the "dbt Core alternatives" section above for the current picks, or visit /alternatives/dbt-core for the full list with editorial commentary on each.
What are the best alternatives to OpenCTI?
Top OpenCTI alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenCTI alternatives" section above for the current picks, or visit /alternatives/opencti for the full list with editorial commentary on each.