ANALYTICS
Licensing settled, ApexCharts is back to changing what a chart can take as input.
Alternatives · analytics tools
Apache Storm alternatives
The best Apache Storm alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 19, 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 1 meaningful update in the last 30 days and carries a velocity score of 6.3 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 3.0 finishes removing the Clojure it was built in, and moves to a Java 21 baseline.
Storm is running two lines: a 2.8.x maintenance branch that is mostly Dependabot traffic punctuated by real security releases, and the new 3.0.0 line cut on 22 July. 3.0.0 removes all remaining Clojure from the codebase, raises the baseline to Java 21 (with master already on 25), and ships throughput work — zstd compression for thrift cluster state, tuple compression between workers, and decoupling of the control plane from the data plane on receive queues. The 2.8.6 and 2.8.7 releases earlier in the window carried four CVEs, including a deserialization RCE reachable by any user with topology submission rights.
Velocity 6.3 · Last update 9d 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
Usermaven closed the loop: data comes in from anywhere, and now it goes back out.
ANALYTICS
Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.
ANALYTICS
Rho's release machinery finally produced a stable build — and it shipped no new product.
ANALYTICS
OpenCTI spends a release unblocking queues and hardening upserts
ANALYTICS
After its largest release, OpenObserve is patching the seams.
ANALYTICS
AgencyAnalytics is turning its assistant into scheduled agency staff work, not a chat box.
ANALYTICS
Mimir's feed is a weekly Helm bot, with the 3.2 candidate the only real release in months
ANALYTICS
Dovetail spent July opening doors to other tools; August is spent making its own rooms easier to enter.
ANALYTICS
TimescaleDB is paying down correctness debt in its columnstore query paths.
ANALYTICS
Holistics is adding governance to the AI layer it spent the summer building.
ANALYTICS
aniread stops asking you to know which tracker wrote the file
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) | 6.3 | 1 | stream-processingmodernizationsecurity | Storm 3.0 drops Clojure entirely and moves to Java 21 |
| ApexCharts | 10.0 | 3 | chartingraw-data-inputchart-morphing | Histogram bins raw samples; charts morph between types |
| Usermaven | 8.8 | 3 | product-analyticsreverse-etlmcp | 🔌 Salesforce, Reverse ETL, and connectors: your stack, connected |
| Plotly | 6.3 | 1 | ai-app-buildingplotly-cloudmetered-billing | Custom Domains in Plotly Cloud |
| Rho | 6.3 | 1 | r-ideai-agentsmodel-routing | Agent conversations and provider-routed models land in Rho |
| OpenCTI | 6.3 | 0 | threat-intelligencestixdata-model | — |
| OpenObserve | 6.3 | 1 | observabilitysynthetic-monitoringmcp | v0.92.0 adds synthetic monitoring, workflows, and AI observability |
| AgencyAnalytics | 6.3 | 1 | agency-reportingai-assistantscheduling | Skills in AgencyAI |
| Grafana Mimir | 5.0 | 0 | metricsprometheus-compatiblehelm | — |
| Dovetail | 5.0 | 0 | digital twinschatagents | — |
| TimescaleDB | 5.0 | 0 | time-seriespostgresqlcolumnstore | — |
| Holistics | 5.0 | 0 | business-intelligenceai-governanceanalytics-as-code | — |
| aniread | 3.8 | 1 | animal trackingfile formatsauto-detection | v0.6.0 — one entry point for every format |
The 12 best Apache Storm alternatives, in depth
1. ApexCharts · velocity 10.0
Licensing settled, ApexCharts is back to changing what a chart can take as input.
Over the last 30 days ApexCharts shipped 3 meaningful updates vs Apache Storm's 1, most recently “Histogram bins raw samples; charts morph between types”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, ApexCharts focuses on charting, raw data input and chart morphing.
Over the last 30 days ApexCharts has been shipping faster than Apache Storm — a point in its favour if release momentum matters to you.
Full ApexCharts trajectory → · Compare Apache Storm vs ApexCharts →
2. Usermaven · velocity 8.8
Usermaven closed the loop: data comes in from anywhere, and now it goes back out.
Over the last 30 days Usermaven shipped 3 meaningful updates vs Apache Storm's 1, most recently “🔌 Salesforce, Reverse ETL, and connectors: your stack, connected”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, Usermaven focuses on product analytics, reverse etl and mcp.
Over the last 30 days Usermaven has been shipping faster than Apache Storm — a point in its favour if release momentum matters to you.
Full Usermaven trajectory → · Compare Apache Storm vs Usermaven →
3. Plotly · velocity 6.3
Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.
Over the last 30 days Plotly shipped 1 meaningful update vs Apache Storm's 1, most recently “Custom Domains in Plotly Cloud”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, Plotly focuses on ai app building, plotly cloud and metered billing.
Plotly and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. Rho · velocity 6.3
Rho's release machinery finally produced a stable build — and it shipped no new product.
Over the last 30 days Rho shipped 1 meaningful update vs Apache Storm's 1, most recently “Agent conversations and provider-routed models land in Rho”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, Rho focuses on r ide, ai agents and model routing.
Rho and Apache Storm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. OpenCTI · velocity 6.3
OpenCTI spends a release unblocking queues and hardening upserts.
Over the last 30 days OpenCTI shipped 0 meaningful updates vs Apache Storm's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, OpenCTI focuses on threat intelligence, stix and data model.
OpenCTI has shipped fewer meaningful updates than Apache Storm in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full OpenCTI trajectory → · Compare Apache Storm vs OpenCTI →
6. OpenObserve · velocity 6.3
After its largest release, OpenObserve is patching the seams.
Over the last 30 days OpenObserve shipped 1 meaningful update vs Apache Storm's 1, most recently “v0.92.0 adds synthetic monitoring, workflows, and AI observability”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, OpenObserve focuses on observability, synthetic monitoring and mcp.
OpenObserve 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 OpenObserve trajectory → · Compare Apache Storm vs OpenObserve →
7. AgencyAnalytics · velocity 6.3
AgencyAnalytics is turning its assistant into scheduled agency staff work, not a chat box.
Over the last 30 days AgencyAnalytics shipped 1 meaningful update vs Apache Storm's 1, most recently “Skills in AgencyAI”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, AgencyAnalytics focuses on agency reporting, ai assistant and scheduling.
AgencyAnalytics 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 AgencyAnalytics trajectory → · Compare Apache Storm vs AgencyAnalytics →
8. Grafana Mimir · velocity 5.0
Mimir's feed is a weekly Helm bot, with the 3.2 candidate the only real release in months.
Over the last 30 days Grafana Mimir shipped 0 meaningful updates vs Apache Storm's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, Grafana Mimir focuses on metrics, prometheus compatible and helm.
Grafana Mimir has shipped fewer meaningful updates than Apache Storm in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Grafana Mimir trajectory → · Compare Apache Storm vs Grafana Mimir →
9. Dovetail · velocity 5.0
Dovetail spent July opening doors to other tools; August is spent making its own rooms easier to enter.
Over the last 30 days Dovetail shipped 0 meaningful updates vs Apache Storm's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, Dovetail focuses on digital twins, chat and agents.
Dovetail has shipped fewer meaningful updates than Apache Storm in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Dovetail trajectory → · Compare Apache Storm vs Dovetail →
10. TimescaleDB · velocity 5.0
TimescaleDB is paying down correctness debt in its columnstore query paths.
Over the last 30 days TimescaleDB shipped 0 meaningful updates vs Apache Storm's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, TimescaleDB focuses on time series, postgresql and columnstore.
TimescaleDB has shipped fewer meaningful updates than Apache Storm in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full TimescaleDB trajectory → · Compare Apache Storm vs TimescaleDB →
11. Holistics · velocity 5.0
Holistics is adding governance to the AI layer it spent the summer building.
Over the last 30 days Holistics shipped 0 meaningful updates vs Apache Storm's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, Holistics focuses on business intelligence, ai governance and analytics as code.
Holistics has shipped fewer meaningful updates than Apache Storm in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Holistics trajectory → · Compare Apache Storm vs Holistics →
12. aniread · velocity 3.8
Aniread stops asking you to know which tracker wrote the file.
Over the last 30 days aniread shipped 1 meaningful update vs Apache Storm's 1, most recently “v0.6.0 — one entry point for every format”. Its velocity score of 3.8/10 blends that with longer-term release cadence.
Where Apache Storm leans on stream processing, modernization and security, aniread focuses on animal tracking, file formats and auto detection.
aniread 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 aniread trajectory → · Compare Apache Storm vs aniread →
Frequently asked questions
What are the best alternatives to Apache Storm?
The top Apache Storm alternatives we currently track in analytics tools are ApexCharts, Usermaven, Plotly, Rho, OpenCTI, 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.