Dagster
Dagster is untangling itself from dbt-core so dbt Fusion can run without a fight.
Comparison · Analytics
dbt Core vs Zipkin
A side-by-side editorial comparison of dbt Core and Zipkin — release velocity, themes, recent moves, and the top alternatives to consider.
dbt Core vs Zipkin: at a glance
What is dbt Core?
dbt-core 1.13 drops Python 3.10 and learns to tolerate v2-only project config.
dbt 2.0 GA split the project into a proprietary 'dbt' binary and dbt-oss, and the 1.x line now works as a bridge to it. The 1.13 beta added an opt-in --use-v2-parser backed by the Fusion parser, 1.12.6 prints a v2 notice on dbt --version, and the 1.13.0 release candidate drops Python 3.10 while accepting v2-only keys in dbt_project.yml and ignoring v2 'checks' nodes in --state manifests.
What is Zipkin?
Zipkin's last release was January 2025 — a dependency bump, and then nothing.
The recent history is three consecutive maintenance releases whose entire content is dependency and base-image updates: 3.4.3 aligned Maven versions with the Docker images, 3.4.2 and 3.4.1 moved Spring Boot, Netty, Micrometer, Armeria, Alpine and the JRE forward to clear CVEs. The last release carrying a feature was 3.4 in May 2024, which added OpenSearch v2 as a storage backend using the existing ES_-prefixed environment variables.
dbt Core vs Zipkin: editorial side-by-side
dbt Core
5.0ANALYTICS
dbt-core 1.13 drops Python 3.10 and learns to tolerate v2-only project config.
◆ Current state
dbt 2.0 GA split the project into a proprietary 'dbt' binary and dbt-oss, and the 1.x line now works as a bridge to it. The 1.13 beta added an opt-in --use-v2-parser backed by the Fusion parser, 1.12.6 prints a v2 notice on dbt --version, and the 1.13.0 release candidate drops Python 3.10 while accepting v2-only keys in dbt_project.yml and ignoring v2 'checks' nodes in --state manifests.
◆ Where it's heading
Each 1.x release makes mixed v1/v2 projects less painful: shared config files, shared manifests and a shared parser. The 1.x line looks set to stay maintained mainly as a migration path, with compatibility shims rather than new modelling features.
◆ Prediction
1.13.0 final is likely within weeks, with the v2 parser still opt-in; the bigger question the entries leave open is when 1.x stops getting feature work.
Zipkin
0.0ANALYTICS
Zipkin's last release was January 2025 — a dependency bump, and then nothing.
◆ Current state
The recent history is three consecutive maintenance releases whose entire content is dependency and base-image updates: 3.4.3 aligned Maven versions with the Docker images, 3.4.2 and 3.4.1 moved Spring Boot, Netty, Micrometer, Armeria, Alpine and the JRE forward to clear CVEs. The last release carrying a feature was 3.4 in May 2024, which added OpenSearch v2 as a storage backend using the existing ES_-prefixed environment variables.
◆ Where it's heading
This is a project in preservation rather than development. The pattern across the window — feature in May 2024, then three releases of purely defensive dependency work, then silence since January 2025 — describes a mature tracing server being kept safe to run rather than extended. The distributed-tracing work that would once have landed here now largely happens in OpenTelemetry, which Zipkin interoperates with rather than competes against.
◆ Prediction
The feed has produced nothing for nineteen months, so the honest read is that no next release is scheduled. If one comes, the shape of the last three says it will be another dependency and base-image refresh rather than new capability.
Alternatives to dbt Core and Zipkin
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 Zipkin.
Microsoft Clarity
Clarity pitches one view of agents, LLM referrals and human visitors.
Delta Lake
Delta Lake's public stream is release mechanics; Kernel builds now carry a 4.5.0 label.
Grafana Loki
Loki 4.0 RC strips out legacy storage backends and the simple scalable mode.
OpenObserve
OpenObserve 1.2.0-rc1 opens a metrics v2 cycle with chart alerts and forecasts.
Keboola
Keboola connects GitHub organizations once, ending personal tokens for private repos.
See all dbt Core alternatives → · See all Zipkin alternatives →
Recent activity from dbt Core and Zipkin
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agodbt Coredbt-core 1.13 RC drops Python 3.10, accepts v2-only config
- 22d agodbt Coredbt 1.12.6 points users to v2 and fixes Fusion parser logging
- 22d agodbt Coredbt 1.11.16 fixes nested wildcard selectors, adds tarball path check
- 22d 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 ⚡
- 1y agoZipkinMaven versions realigned with the Docker images
- 2y agoZipkinSpring Boot, Netty and Micrometer updated to clear CVEs
- 2y agoZipkinDependency and base-image updates for CVEs
- 2y agoZipkinZipkin 3.4
- 2y agoZipkinSpring Boot 3.3 and Alpine 3.20, with an OpenSearch test image
Frequently asked questions
What is the difference between dbt Core and Zipkin?
They serve adjacent needs but don't currently overlap on shipped themes. dbt Core is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Zipkin?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. dbt Core is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Zipkin?
Top Zipkin alternatives in Analytics are ranked by recent ship velocity. Browse the "Zipkin alternatives" section above for the current picks, or visit /alternatives/zipkin for the full list with editorial commentary on each.