ANALYTICS
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Alternatives · analytics tools
Apache Storm alternatives
The best Apache Storm alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Nov 10, 2026
Looking for the best alternatives to Apache Storm? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Apache Storm shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
Storm runs a 3.x line, started in July with 3.0.0's removal of all Clojure and a Java 21 baseline, alongside 2.8.x maintenance. 3.1.0 on September 12 adds a storm-iceberg module with an Apache Iceberg sink bolt and a setting to control JSONP wrapping, and spends most of its notes on hardening: log listings filtered by user permission, jar locations restricted to the Nimbus inbox, blobstore names confined to topology directories, TLS peer verification for worker connections and required Kryo class registration.
Velocity 0.0 · Last update 7d ago
Top 12 alternatives to Apache Storm
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
ANALYTICS
Fulcrum lets AI assistants sign in to its MCP server with a normal account.
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MotherDuck rebuilds its UI so the first thing you see is an agent, not a SQL editor.
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Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
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Dovetail opens its docs to Claude and ChatGPT as co-authors.
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OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
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Tinybird shrinks its Local image by a third after a run of observability updates.
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OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
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Delta Lake's public stream is Databricks builds and code cleanup on the way to 4.5.
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OpenCTI adds custom fields to cases and backports its draft-access fix to both LTS lines.
ANALYTICS
Basedash ships verified dashboards so teams know which numbers to trust.
Apache Storm vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Apache Storm (baseline) | 0.0 | 0 | stream-processingsecurityapache-iceberg | Storm 3.0 drops Clojure entirely and moves to Java 21 |
| Calibre | 6.3 | 1 | web-performancemcpcoding-agents | Calibre MCP: connect your coding agent to your performance data |
| Grafana Loki | 6.3 | 1 | loggingobservabilitymajor-release | Loki 4.0 RC drops legacy storage backends and SSD mode |
| Fulcrum | 6.3 | 0 | field data collectionai assistantmcp | — |
| MotherDuck | 6.3 | 1 | duckdb-cloudagentic-analyticsdata-apps | Redesigned UI puts Agent Chat on the home screen |
| Glances | 5.0 | 0 | system monitoringsecurity fixesmajor version | — |
| Dovetail | 5.0 | 0 | customer-feedbackresearch-docsai-assistants | — |
| OpenReplay | 5.0 | 0 | session replayself-hostedhelm | — |
| Tinybird | 5.0 | 0 | real-time analyticslocal developmentobservability | — |
| OpenHouse | 5.0 | 0 | data lakehouseicebergtable maintenance | — |
| Delta Lake | 5.0 | 0 | lakehousedelta-kernelspark | — |
| OpenCTI | 5.0 | 0 | threat-intelligencecase-managementlts | — |
| Basedash | 5.0 | 0 | business-intelligenceai-analyticsdata-governance | — |
The 12 best Apache Storm alternatives, in depth
1. Calibre · velocity 6.3
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code.
Over the last 30 days Calibre shipped 1 meaningful update vs Apache Storm's 0, most recently “Calibre MCP: connect your coding agent to your performance data”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Calibre focuses on web performance, mcp and coding agents.
Over the last 30 days Calibre has been shipping faster than Apache Storm — a point in its favour if release momentum matters to you.
Full Calibre trajectory → · Compare Apache Storm vs Calibre →
2. Grafana Loki · velocity 6.3
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
Over the last 30 days Grafana Loki shipped 1 meaningful update vs Apache Storm's 0, most recently “Loki 4.0 RC drops legacy storage backends and SSD mode”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Grafana Loki focuses on logging, observability and major release.
Over the last 30 days Grafana Loki has been shipping faster than Apache Storm — a point in its favour if release momentum matters to you.
Full Grafana Loki trajectory → · Compare Apache Storm vs Grafana Loki →
3. Fulcrum · velocity 6.3
Fulcrum lets AI assistants sign in to its MCP server with a normal account.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Fulcrum focuses on field data collection, ai assistant and mcp.
Fulcrum and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Fulcrum trajectory → · Compare Apache Storm vs Fulcrum →
4. MotherDuck · velocity 6.3
MotherDuck rebuilds its UI so the first thing you see is an agent, not a SQL editor.
Over the last 30 days MotherDuck shipped 1 meaningful update vs Apache Storm's 0, most recently “Redesigned UI puts Agent Chat on the home screen”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, MotherDuck focuses on duckdb cloud, agentic analytics and data apps.
Over the last 30 days MotherDuck has been shipping faster than Apache Storm — a point in its favour if release momentum matters to you.
Full MotherDuck trajectory → · Compare Apache Storm vs MotherDuck →
5. Glances · velocity 5.0
Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Glances focuses on system monitoring, security fixes and major version.
Glances and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Glances trajectory → · Compare Apache Storm vs Glances →
6. Dovetail · velocity 5.0
Dovetail opens its docs to Claude and ChatGPT as co-authors.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Dovetail focuses on customer feedback, research docs and ai assistants.
Dovetail and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Dovetail trajectory → · Compare Apache Storm vs Dovetail →
7. OpenReplay · velocity 5.0
OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, OpenReplay focuses on session replay, self hosted and helm.
OpenReplay and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenReplay trajectory → · Compare Apache Storm vs OpenReplay →
8. Tinybird · velocity 5.0
Tinybird shrinks its Local image by a third after a run of observability updates.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Tinybird focuses on real time analytics, local development and observability.
Tinybird and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Tinybird trajectory → · Compare Apache Storm vs Tinybird →
9. OpenHouse · velocity 5.0
OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, OpenHouse focuses on data lakehouse, iceberg and table maintenance.
OpenHouse and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenHouse trajectory → · Compare Apache Storm vs OpenHouse →
10. Delta Lake · velocity 5.0
Delta Lake's public stream is Databricks builds and code cleanup on the way to 4.5.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Delta Lake focuses on lakehouse, delta kernel and spark.
Delta Lake and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Delta Lake trajectory → · Compare Apache Storm vs Delta Lake →
11. OpenCTI · velocity 5.0
OpenCTI adds custom fields to cases and backports its draft-access fix to both LTS lines.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, OpenCTI focuses on threat intelligence, case management and lts.
OpenCTI and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenCTI trajectory → · Compare Apache Storm vs OpenCTI →
12. Basedash · velocity 5.0
Basedash ships verified dashboards so teams know which numbers to trust.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Storm leans on stream processing, security and apache iceberg, Basedash focuses on business intelligence, ai analytics and data governance.
Basedash and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Basedash trajectory → · Compare Apache Storm vs Basedash →
Frequently asked questions
What are the best alternatives to Apache Storm?
The top Apache Storm alternatives we currently track in analytics tools are Calibre, Grafana Loki, Fulcrum, MotherDuck, Glances, ranked by recent ship velocity.
How is this list of Apache Storm alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache Storm directly with one of these alternatives?
Yes — every card has a "Compare with Apache Storm" link to a side-by-side /compare page.