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Comparison · Infra & APIs
Apache Pinot vs Gloo Gateway
A side-by-side editorial comparison of Apache Pinot and Gloo Gateway — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Pinot vs Gloo Gateway: 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 Gloo Gateway?
Gloo Gateway's October batch fixes proxies that silently kept stale endpoints.
Gloo Gateway still maintains 1.19, 1.20 and 1.21 in parallel and releases them in same-day batches. The 2026-10-21 batch fixes a bug where a placeholder EDS assignment carried the wrong cluster name, so a proxy received an update it could not match, kept its old endpoints and never recovered. Each line also moved to Go 1.26.10; 1.21 additionally upgraded kin-openapi.
Apache Pinot vs Gloo Gateway: 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.
Gloo Gateway
5.0INFRA · APIS
Gloo Gateway's October batch fixes proxies that silently kept stale endpoints.
◆ Current state
Gloo Gateway still maintains 1.19, 1.20 and 1.21 in parallel and releases them in same-day batches. The 2026-10-21 batch fixes a bug where a placeholder EDS assignment carried the wrong cluster name, so a proxy received an update it could not match, kept its old endpoints and never recovered. Each line also moved to Go 1.26.10; 1.21 additionally upgraded kin-openapi.
◆ Where it's heading
Releases remain maintenance: Go and Kubernetes bumps on a weekly rhythm, with an occasional real bug fix shipped to every line at once. The 1.18 line no longer appears in the October batches. No new features are visible.
◆ Prediction
Expect further same-day dependency batches across the three lines; the entries show no feature release coming.
Alternatives to Apache Pinot and Gloo Gateway
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 Gloo Gateway.
FOSSA CLI
fossa-cli's feed jumps from 3.17 to 3.20, with clearer container scan errors.
Traefik
Traefik v3.8 rc.1 is a Gateway API release; v2.11 keeps getting security patches.
Render
Render's autumn changelog is plan tuning and runtime defaults while Workflows fills out.
Home Assistant
Home Assistant keeps pulling hidden power-user features into the UI, now trigger IDs.
Prometheus Alertmanager
Alertmanager 0.34.2 turns off CORS by default, breaking cross-origin API calls.
See all Apache Pinot alternatives → · See all Gloo Gateway alternatives →
Recent activity from Apache Pinot and Gloo Gateway
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
- 11d agoGloo GatewayFix for proxies stuck on stale endpoints; Go 1.26.10
- 11d agoGloo Gateway1.20 backport of the stale-endpoint fix; Go 1.26.10
- 11d agoGloo Gateway1.19 backport of the stale-endpoint fix; Go 1.26.10
- 16d agoApache PinotPinot 1.6.0 RC0: first candidate with the 1.6 highlights
- 17d agoGloo Gateway1.20.27 bumps Go to 1.26.9
- 17d agoGloo Gateway1.21.18 bumps Go to 1.26.9
- 17d agoGloo Gateway1.19.25 bumps Go to 1.26.9
- 4mo agoApache PinotApache Pinot 1.5.1
- 6mo agoApache PinotApache Pinot Release 1.5.0 ⚡
- 1y agoApache PinotApache Pinot Release 1.4.0
Frequently asked questions
What is the difference between Apache Pinot and Gloo Gateway?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Pinot is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 Gloo Gateway?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Pinot is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 Gloo Gateway?
Top Gloo Gateway alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Gloo Gateway alternatives" section above for the current picks, or visit /alternatives/gloo for the full list with editorial commentary on each.