Apache Pinot
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
Comparison · Analytics
Apache Druid vs Mode Analytics
A side-by-side editorial comparison of Apache Druid and Mode Analytics — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Druid vs Mode Analytics: at a glance
| Feature | Apache Druid | Mode Analytics |
|---|---|---|
| Sector | Analytics, Infra & APIs | Analytics |
| Velocity score | 0.0 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | real-time-analytics, apache-project, java-upgrade, operator-tooling | business intelligence, snowflake, oauth, data governance |
| Last editorial update | 1h ago | 1h ago |
| Website | Visit → | — |
What is Apache Druid?
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
Druid 38.0.0 shipped on October 1 with over 250 changes from 37 contributors. It adds Java 25 support, drops Java 17, and introduces Historical tier aliases and a realtimeSegmentsMode query context that replaces realtimeSegmentsOnly. MSQ workers now fetch input files in the background by default, and Druid 38 is the last major that reads legacy ZSTD frames.
What is Mode Analytics?
Mode resurfaces after almost five quiet months with per-user Snowflake sign-in
After the spreadsheet mode in April, this feed shows nothing until September, when Mode added OAuth and OAuth with PKCE for Snowflake. Each user now signs in with their own Snowflake credentials, including SSO, and queries run under that user's permissions. Earlier 2026 work still defines the product: spreadsheets with 70+ formulas beside SQL and Python, cross-source Data Mashup, and a refreshed SQL editor.
Apache Druid vs Mode Analytics: editorial side-by-side
Apache Druid
0.0ANALYTICSINFRA · APIS
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
◆ Current state
Druid 38.0.0 shipped on October 1 with over 250 changes from 37 contributors. It adds Java 25 support, drops Java 17, and introduces Historical tier aliases and a realtimeSegmentsMode query context that replaces realtimeSegmentsOnly. MSQ workers now fetch input files in the background by default, and Druid 38 is the last major that reads legacy ZSTD frames.
◆ Where it's heading
The release is operator-focused: tier aliases and segment-mode controls target blue/green deployments and large clusters, and background fetching and Dart prefetching chase throughput. Compatibility remains a stated part of shipping, with explicit deprecations and upgrade notes. The gap from 37.0.0 was nearly five months, against about three for the release before, so the quarterly rhythm has loosened.
◆ Prediction
A 39 release candidate is the next visible step, and removal of legacy ZSTD frame support is already announced for a future release. Timing is less certain now that the last gap ran past a quarter.
Mode Analytics
0.0ANALYTICS
Mode resurfaces after almost five quiet months with per-user Snowflake sign-in
◆ Current state
After the spreadsheet mode in April, this feed shows nothing until September, when Mode added OAuth and OAuth with PKCE for Snowflake. Each user now signs in with their own Snowflake credentials, including SSO, and queries run under that user's permissions. Earlier 2026 work still defines the product: spreadsheets with 70+ formulas beside SQL and Python, cross-source Data Mashup, and a refreshed SQL editor.
◆ Where it's heading
Mode's 'one workspace for SQL, Python and spreadsheets' position stands, but the pace on this feed has slowed sharply. The Snowflake change is a governance move, replacing a shared service account with warehouse-level permissions per user, which continues the earlier admin work. It adds no analyst-facing capability.
◆ Prediction
The single entry since April gives little to project from. OAuth for other warehouses would be the natural follow-up, but the feed does not confirm it.
Alternatives to Apache Druid and Mode Analytics
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 Apache Druid or Mode Analytics.
Displayr
Displayr's Chat can now apply and write Rules, so it changes tables as well as explaining them.
Tinylytics
Tinylytics is cleaning its numbers and adding an AI-ranked SEO audit for Ultra customers
Calibre
Lighthouse 13.6 shifts Calibre's scores and adds audits for how AI agents read your pages
Superwise
Superwise now measures the tokens it saves and can shorten model replies to save more
Dovetail
Channels 2.0 is now the default, and Dovetail is pulling feedback sources up a level.
See all Apache Druid alternatives → · See all Mode Analytics alternatives →
Recent activity from Apache Druid and Mode Analytics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoApache DruidDruid 38.0.0
- 1mo agoMode AnalyticsOAuth support for Snowflake
- 1mo agoApache DruidDruid 38.0.0 release candidate 1 tagged
- 5mo agoApache DruidDruid 37.0.0
- 6mo agoMode AnalyticsNative spreadsheet mode lands in Mode reports ⚡
- 6mo agoApache Druiddruid-37.0.0-rc1
- 8mo agoMode AnalyticsWhite Label Embeds : Per-Visualization Data Downloads
- 8mo agoMode AnalyticsData Mashup enables cross-source SQL joins in one report ⚡
- 8mo agoMode AnalyticsNew and Improved SQL Editor
- 8mo agoApache DruidDruid 36.0.0
- 9mo agoApache Druiddruid-36.0.0-rc1
- 11mo agoMode AnalyticsIntroducing Shareable Report Views
Frequently asked questions
What is the difference between Apache Druid and Mode Analytics?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Druid and Mode Analytics are shipping at a similar cadence (velocity 0.0 vs 0.0, 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 Apache Druid better than Mode Analytics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Druid and Mode Analytics are shipping at a similar cadence (velocity 0.0 vs 0.0, 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 Apache Druid?
Top Apache Druid alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Druid alternatives" section above for the current picks, or visit /alternatives/apache-druid for the full list with editorial commentary on each.
What are the best alternatives to Mode Analytics?
Top Mode Analytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Mode Analytics alternatives" section above for the current picks, or visit /alternatives/mode for the full list with editorial commentary on each.