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Comparison · Analytics
InfluxDB vs OpenMetadata
A side-by-side editorial comparison of InfluxDB and OpenMetadata — release velocity, themes, recent moves, and the top alternatives to consider.
InfluxDB vs OpenMetadata: at a glance
What is InfluxDB?
InfluxDB keeps patching its 3.11 and 3.12 lines, now with a catalog repair tool.
InfluxDB 3.12.0 made authentication and RBAC generally available in Enterprise and added distributed compaction in beta. Since then the team has shipped patch pairs for 3.12 and 3.11: lost-write and catalog-load fixes in mid-October, and on 10-29 a catalog deadlock fix, correct column names for WAL plugins, and 429 instead of 500 when a query runs out of memory. 3.12.2 also gets the offline catalog repair command.
What is OpenMetadata?
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
OpenMetadata is still in 2.0.x maintenance mode, shipping a release every one to two weeks. 2.0.8 on November 13 is the broadest yet: Hex and Sigma ingestion now build data models and column lineage, BigQuery date-sharded tables can be grouped into one logical table, Power BI and Snowflake ingestion stop leaving stale or runaway jobs, and MCP authentication and access controls were tightened. The 2.1.0 line sits at rc2, whose only published change is a tag-resolution fix.
InfluxDB vs OpenMetadata: editorial side-by-side
InfluxDB
5.0ANALYTICS
InfluxDB keeps patching its 3.11 and 3.12 lines, now with a catalog repair tool.
◆ Current state
InfluxDB 3.12.0 made authentication and RBAC generally available in Enterprise and added distributed compaction in beta. Since then the team has shipped patch pairs for 3.12 and 3.11: lost-write and catalog-load fixes in mid-October, and on 10-29 a catalog deadlock fix, correct column names for WAL plugins, and 429 instead of 500 when a query runs out of memory. 3.12.2 also gets the offline catalog repair command.
◆ Where it's heading
Most recent work is about data correctness and recovery, not new features. Two release lines get the same fixes, and an offline repair tool suggests catalog corruption has reached real users.
◆ Prediction
More paired 3.12.x and 3.11.x patches are likely before any 3.13 feature release, since every release since 3.12.0 has been a fix.
OpenMetadata
5.0ANALYTICS
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
◆ Current state
OpenMetadata is still in 2.0.x maintenance mode, shipping a release every one to two weeks. 2.0.8 on November 13 is the broadest yet: Hex and Sigma ingestion now build data models and column lineage, BigQuery date-sharded tables can be grouped into one logical table, Power BI and Snowflake ingestion stop leaving stale or runaway jobs, and MCP authentication and access controls were tightened. The 2.1.0 line sits at rc2, whose only published change is a tag-resolution fix.
◆ Where it's heading
Each 2.0.x release repairs connectors and lineage that 2.0 left incomplete, and the fixes increasingly touch accuracy (correct table identity, lineage that ends at the right model) rather than crashes. MCP keeps appearing in the security sections, which suggests OpenMetadata expects AI tools to read the catalog and is locking that path down before 2.1.
◆ Prediction
A 2.1.0 final is the next visible step, since two release candidates are out; the entries do not yet say what features 2.1 adds beyond the fixes backported to 2.0.x.
Alternatives to InfluxDB and OpenMetadata
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 InfluxDB or OpenMetadata.
Dagster
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
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 InfluxDB alternatives → · See all OpenMetadata alternatives →
Recent activity from InfluxDB and OpenMetadata
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 21h agoOpenMetadata2.0.8: Hex and Sigma lineage, BigQuery shard grouping, MCP auth
- 23h agoOpenMetadata2.1.0 rc2: fix for tags removed when resolving tag tasks
- 11d agoInfluxDBInfluxDB 3.12.2 adds catalog repair, fixes deadlock
- 11d agoInfluxDBInfluxDB 3.11.8 backports catalog deadlock and 429 fixes
- 14d agoOpenMetadata2.1.0 rc1 appears, with notes covering only a UI fix
- 17d agoOpenMetadata2.0.7: Pub/Sub, SQL Server and Unity Catalog connector fixes
- 23d agoOpenMetadata2.0.6: ingestion accuracy, safer upgrades, multi-pod fixes
- 29d agoInfluxDBInfluxDB 3.12.1 fixes lost writes and post-upgrade catalog failures
- 29d agoInfluxDBInfluxDB 3.11.7 backports lost-write and catalog-load fixes
- 29d agoInfluxDBInfluxDB 3.12: GA auth and RBAC, distributed compaction beta
- 29d agoInfluxDBInfluxDB 3.11.5 adds age-based snapshots and upgrade metrics
- 1mo agoOpenMetadata2.0.5 restores metadata lost to 2.0 ingestion regressions
Frequently asked questions
What is the difference between InfluxDB and OpenMetadata?
They serve adjacent needs but don't currently overlap on shipped themes. InfluxDB and OpenMetadata 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 InfluxDB better than OpenMetadata?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. InfluxDB and OpenMetadata 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 InfluxDB?
Top InfluxDB alternatives in Analytics are ranked by recent ship velocity. Browse the "InfluxDB alternatives" section above for the current picks, or visit /alternatives/influxdb for the full list with editorial commentary on each.
What are the best alternatives to OpenMetadata?
Top OpenMetadata alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenMetadata alternatives" section above for the current picks, or visit /alternatives/openmetadata for the full list with editorial commentary on each.