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Comparison · Analytics
Keboola vs Grafana Loki
A side-by-side editorial comparison of Keboola and Grafana Loki — release velocity, themes, recent moves, and the top alternatives to consider.
Keboola vs Grafana Loki: at a glance
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.
What is Grafana Loki?
Loki's Helm chart reaches 7.5.0 with only a CI fix in the notes.
The only new entry is Helm chart 7.5.0, recorded with a CI commit that updates a pinned action. The substantive recent changes remain in the Loki Operator: 0.12 requires explicit storage schemas and adds OpenShift 5.0 TLS compliance, and 0.11 enabled multi-variant queries.
Keboola vs Grafana Loki: editorial side-by-side
Keboola
5.0ANALYTICS
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.
Grafana Loki
5.0ANALYTICS
Loki's Helm chart reaches 7.5.0 with only a CI fix in the notes.
◆ Current state
The only new entry is Helm chart 7.5.0, recorded with a CI commit that updates a pinned action. The substantive recent changes remain in the Loki Operator: 0.12 requires explicit storage schemas and adds OpenShift 5.0 TLS compliance, and 0.11 enabled multi-variant queries.
◆ Where it's heading
The feed tracks Loki's deployment tooling (Helm chart and Operator) more than the core server, and the operator is where configuration gets stricter. Chart releases come with little user-facing detail.
◆ Prediction
Unclear from these entries; the next visible change is most likely another operator minor or chart bump.
Alternatives to Keboola and Grafana Loki
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 Grafana Loki.
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 Keboola alternatives → · See all Grafana Loki alternatives →
Recent activity from Keboola and Grafana Loki
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaSwitch Keboola to Dark Mode
- 3d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
- 6d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
- 7d agoGrafana LokiLoki Helm chart 7.5.0 released
- 9d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
- 17d agoKeboolaFaster App Starts by Default
- 21d agoGrafana LokiLoki Operator 0.12 requires schemas, adds OpenShift 5.0 TLS
- 22d agoKeboolaKai remembers what matters: shared team memory
- 2mo agoGrafana LokiLoki Operator 0.11 enables multi-variant queries
- 2mo agoGrafana LokiLoki Helm chart 7.3.0 released
Frequently asked questions
What is the difference between Keboola and Grafana Loki?
They serve adjacent needs but don't currently overlap on shipped themes. Keboola and Grafana Loki 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 Grafana Loki?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola and Grafana Loki 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 Grafana Loki?
Top Grafana Loki alternatives in Analytics are ranked by recent ship velocity. Browse the "Grafana Loki alternatives" section above for the current picks, or visit /alternatives/loki for the full list with editorial commentary on each.