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Comparison · Analytics

Keboola vs OpenObserve

A side-by-side editorial comparison of Keboola and OpenObserve — release velocity, themes, recent moves, and the top alternatives to consider.

Keboola vs OpenObserve: at a glance

FeatureKeboolaOpenObserve
SectorAnalyticsAnalytics
Velocity score5.05.0
Sparks · 30d00
Top themesdata-platform, mcp, ai-assistant, governanceobservability, promql, indexing, release-cycle
Last editorial update23h ago8d ago
WebsiteVisit →Visit →

What is Keboola?

Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.

Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.

Read the full Keboola trajectory →

What is OpenObserve?

OpenObserve's 1.1 line settles into patch releases: 1.1.2 backports PromQL and five other fixes.

OpenObserve promoted 1.1.0 to stable after three release candidates and has shipped two patches since. 1.1.1 stopped tantivy index builds from fsyncing scratch files and made the metrics index and WAL pack always-on; 1.1.2 fixes constant hash ordering in PromQL streaming scans and ports five more fixes onto the 1.1 branch. The cycle overall was plumbing: memory-bounded caches, faster PromQL quantiles, a new MIDX encoding and a flag-gated Product Analytics.

Read the full OpenObserve trajectory →

Keboola vs OpenObserve: editorial side-by-side

K
Keboola
ANALYTICS
5.0

Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.

◆ Current state

Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.

◆ Where it's heading

The platform is limiting what agents and stale resources can do while making its AI assistant and apps quicker to use. The pattern is deliberate cleanup ahead of wider agent usage, not new surface area.

◆ Prediction

Expect more guardrails around the MCP server and Kai, such as tighter scopes or approvals, alongside further deprecation notices with fixed dates.

O
OpenObserve
ANALYTICS
5.0

OpenObserve's 1.1 line settles into patch releases: 1.1.2 backports PromQL and five other fixes.

◆ Current state

OpenObserve promoted 1.1.0 to stable after three release candidates and has shipped two patches since. 1.1.1 stopped tantivy index builds from fsyncing scratch files and made the metrics index and WAL pack always-on; 1.1.2 fixes constant hash ordering in PromQL streaming scans and ports five more fixes onto the 1.1 branch. The cycle overall was plumbing: memory-bounded caches, faster PromQL quantiles, a new MIDX encoding and a flag-gated Product Analytics.

◆ Where it's heading

After 1.0 GA bundled AI observability, SLOs and database monitoring, the team is hardening storage, indexing and query internals rather than widening the surface. A maintained 1.1 branch receiving backports means stable lines are now supported while main moves on. Product Analytics is shipping dark behind a flag.

◆ Prediction

Expect further 1.1.x patches on PromQL and indexing, with Product Analytics the candidate headline once enabled by default; the entries don't say when.

Alternatives to Keboola and OpenObserve

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 Keboola or OpenObserve.

See all Keboola alternatives → · See all OpenObserve alternatives →

Recent activity from Keboola and OpenObserve

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoKeboolaSwitch Keboola to Dark Mode
  2. 2d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
  3. 5d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
  4. 8d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
  5. 8d agoOpenObservev1.1.2: PromQL streaming fix plus five backported fixes
  6. 12d agoOpenObservev1.1.1: indexing fsync fix, metrics index and WAL pack always on
  7. 14d agoOpenObserveOpenObserve 1.1.0 goes stable after three release candidates
  8. 14d agoOpenObservev1.1.0-rc3: auth-salt fix, Product Analytics put behind a flag
  9. 16d agoKeboolaFaster App Starts by Default
  10. 20d agoOpenObservev1.1.0-rc2: MIDX sample encoding and E2E test cleanup
  11. 21d agoKeboolaKai remembers what matters: shared team memory
  12. 28d agoOpenObservev1.1.0-rc1: memory-bounded caches and faster PromQL quantiles

Frequently asked questions

What is the difference between Keboola and OpenObserve?

They serve adjacent needs but don't currently overlap on shipped themes. Keboola and OpenObserve 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 Keboola better than OpenObserve?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola and OpenObserve 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 Keboola?

Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.

What are the best alternatives to OpenObserve?

Top OpenObserve alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenObserve alternatives" section above for the current picks, or visit /alternatives/openobserve for the full list with editorial commentary on each.