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Comparison · Infra & APIs
Apache Pinot vs Apereo CAS
A side-by-side editorial comparison of Apache Pinot and Apereo CAS — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Pinot vs Apereo CAS: at a glance
What is Apache Pinot?
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
1.6.0 on 29 October lets operators manage tables through CREATE, DROP and SHOW statements, gives materialized views DDL and single-stage query rewrite, and adds GROUPING SETS, ROLLUP and CUBE to both query engines. Vector search gains IVF_FLAT, IVF_PQ and IVF_ON_DISK backends alongside HNSW. The release also removes legacy pieces: native text and FST indexes, Spark 2 and Presto integrations, and APIs deprecated through 1.3.0.
What is Apereo CAS?
Apereo CAS opens an 8.1 line while 8.0 is still working through release candidates.
CAS is running a long release-candidate train. The 8.0.0 line reached RC6 in late June after RC4 and RC5 in spring, and 8.1.0-RC1 has now appeared in August. A 7.3.7.1 patch in June addressed a published OIDC vulnerability on the maintenance branch. The release entries themselves carry only navigation links and contributor credits, so feature detail is not visible here.
Apache Pinot vs Apereo CAS: editorial side-by-side
Apache Pinot
6.3INFRA · APISANALYTICS
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
◆ Current state
1.6.0 on 29 October lets operators manage tables through CREATE, DROP and SHOW statements, gives materialized views DDL and single-stage query rewrite, and adds GROUPING SETS, ROLLUP and CUBE to both query engines. Vector search gains IVF_FLAT, IVF_PQ and IVF_ON_DISK backends alongside HNSW. The release also removes legacy pieces: native text and FST indexes, Spark 2 and Presto integrations, and APIs deprecated through 1.3.0.
◆ Where it's heading
Pinot is moving toward being operated like a SQL database. The multi-stage engine's SQL coverage has grown release by release, and table lifecycle now joins it, while vector backends pull retrieval workloads into the same store. The upgrade cost is real: Java 25 for services, Scala 2.13 for Spark artifacts, and mixed-version limits around SMART aggregation. Federation, the headline of 1.5, doesn't feature in the 1.6 highlights.
◆ Prediction
Expect materialized-view rewrite to reach the multi-stage engine, since it is single-stage only today. A security patch on 1.6 would match what followed 1.5.0.
Apereo CAS
2.5INFRA · APIS
Apereo CAS opens an 8.1 line while 8.0 is still working through release candidates.
◆ Current state
CAS is running a long release-candidate train. The 8.0.0 line reached RC6 in late June after RC4 and RC5 in spring, and 8.1.0-RC1 has now appeared in August. A 7.3.7.1 patch in June addressed a published OIDC vulnerability on the maintenance branch. The release entries themselves carry only navigation links and contributor credits, so feature detail is not visible here.
◆ Where it's heading
Two lines are moving at once, which suggests 8.0 is close enough to final that work has begun branching forward rather than that the RC train has stalled. The contributor lists stay small and consistent across releases - a handful of recurring maintainers - and security handling happens on the older supported branch, as it should.
◆ Prediction
An 8.0.0 final is the obvious next milestone given RC6 was three months ago and an 8.1 branch is already open. The release bodies do not describe features, so what it contains cannot be read from this feed.
Alternatives to Apache Pinot and Apereo CAS
Other Infra & APIs 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 Pinot or Apereo CAS.
Verdaccio
Verdaccio's v9 pre-release counter reaches 41, and the notes still say nothing
Snort 3
Snort 3.12.4 pairs a long memory-safety pass with detection speed work
HAProxy Kubernetes Ingress Controller
Nineteen patches into 3.2, HAProxy's ingress controller is mostly bumping dependencies
Honeycomb
Honeycomb is working on the first ten minutes, not just the incident
Talos Linux
Talos 1.15's alpha keeps moving: a silent containerd config trap and declarative CPU control
See all Apache Pinot alternatives → · See all Apereo CAS alternatives →
Recent activity from Apache Pinot and Apereo CAS
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoApache PinotPinot 1.6.0: SQL DDL, IVF vector search, Java 25 requirement ⚡
- 10d agoApache PinotPinot 1.6.0 rc1 tag, no release notes
- 16d agoApache PinotPinot 1.6.0 RC0: first candidate with the 1.6 highlights
- 2mo agoApereo CASv8.1.0-RC1
- 4mo agoApache PinotApache Pinot 1.5.1
- 4mo agoApereo CASv8.0.0-RC6
- 4mo agoApereo CASPatch release for a published OIDC vulnerability
- 5mo agoApereo CASv8.0.0-RC5
- 6mo agoApache PinotApache Pinot Release 1.5.0 ⚡
- 6mo agoApereo CASv8.0.0-RC4
- 1y agoApache PinotApache Pinot Release 1.4.0
Frequently asked questions
What is the difference between Apache Pinot and Apereo CAS?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Pinot is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Apache Pinot better than Apereo CAS?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Pinot is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Apache Pinot?
Top Apache Pinot alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache Pinot alternatives" section above for the current picks, or visit /alternatives/apache-pinot for the full list with editorial commentary on each.
What are the best alternatives to Apereo CAS?
Top Apereo CAS alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apereo CAS alternatives" section above for the current picks, or visit /alternatives/apereo-cas for the full list with editorial commentary on each.