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Comparison · Analytics
Cribl vs Dagster
A side-by-side editorial comparison of Cribl and Dagster — release velocity, themes, recent moves, and the top alternatives to consider.
Cribl vs Dagster: at a glance
What is Cribl?
Cribl Stream 4.20.3 takes its Terraform provider out of preview and renames its AI editor.
Cribl Stream 4.20.0 landed in September, followed by patches fixing Sentinel OAuth failures, worker memory growth and a JSON Event Breaker bug that silently dropped records. 4.20.3 moved the Terraform provider out of preview and renamed Copilot Editor to Pipeline Builder. Early-access notes for 4.21.0 appeared on November 10 and lead with rollback and deprecation notices that need action, without detail yet.
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.
Cribl vs Dagster: editorial side-by-side
Cribl
5.0ANALYTICS
Cribl Stream 4.20.3 takes its Terraform provider out of preview and renames its AI editor.
◆ Current state
Cribl Stream 4.20.0 landed in September, followed by patches fixing Sentinel OAuth failures, worker memory growth and a JSON Event Breaker bug that silently dropped records. 4.20.3 moved the Terraform provider out of preview and renamed Copilot Editor to Pipeline Builder. Early-access notes for 4.21.0 appeared on November 10 and lead with rollback and deprecation notices that need action, without detail yet.
◆ Where it's heading
Minors land about every two months (May, July, September), each followed by two or three critical patches, with recent fixes targeting silent failures in ingestion and authentication. 4.20.3 points the other way too: configuration-as-code is maturing through Terraform even after the TypeScript and Go SDKs were discontinued, and the AI features are being repackaged under new names and tiers.
◆ Prediction
A 4.21.0 minor around November fits the two-month cadence; the entries don't show its content. Terraform looks set to be the supported infrastructure-as-code path.
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.
Alternatives to Cribl and Dagster
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 Cribl or Dagster.
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 Cribl alternatives → · See all Dagster alternatives →
Recent activity from Cribl and Dagster
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 4d agoCriblStream 4.21.0 early notes flag rollbacks and deprecations
- 8d agoDagster1.13.29: more mobile layouts, faster search and catalog
- 14d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 18d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 19d agoCriblCribl Stream 4.20.4: Cribl.Cloud Leader Apps fix
- 1mo agoCriblStream 4.20.3: Terraform provider GA, Pipeline Builder rename
- 1mo agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 1mo agoCriblCribl Stream 4.20.2: JSON breaker no longer silently drops records
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
- 1mo agoCriblCribl Stream 4.20.1: five critical 4.20.0 regressions patched
- 2mo agoCriblCribl Stream 4.20.0
Frequently asked questions
What is the difference between Cribl and Dagster?
They serve adjacent needs but don't currently overlap on shipped themes. Cribl and Dagster are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Cribl better than Dagster?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Cribl and Dagster are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Cribl?
Top Cribl alternatives in Analytics are ranked by recent ship velocity. Browse the "Cribl alternatives" section above for the current picks, or visit /alternatives/cribl for the full list with editorial commentary on each.
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.