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Comparison · DevOps
Groonga vs Scalingo
A side-by-side editorial comparison of Groonga and Scalingo — release velocity, themes, recent moves, and the top alternatives to consider.
Groonga vs Scalingo: at a glance
What is Groonga?
Groonga is putting a full-text search engine into WebAssembly and the browser.
Groonga ships every one to three weeks, and the 16.1 line has a clear thread: experimental WASI support. 16.1.2 added a WASI groonga command and a browser build that downloads a database over HTTP on demand, 16.1.4 extended WASI to tokenizer and normalizer options, and 16.1.5 linked plugins statically so they work under WASI. Alongside that, 16.1.1 made logical_select run shards and drilldowns in parallel, measured at 1.5x faster with two workers.
What is Scalingo?
Scalingo is back to routine runtime updates after its October router incident.
Scalingo is a European PaaS that keeps runtimes close to upstream. After a week of incident response that included router filters for Brotli and multipart requests, the changelog is back to buildpack updates: new Node.js versions, two rounds of JDK releases, Composer 2.11, fresh Python defaults and, on November 2, nginx 1.31.8 mainline. Python 3.11 is now deprecated.
Groonga vs Scalingo: editorial side-by-side
Groonga
5.0DEVOPS
Groonga is putting a full-text search engine into WebAssembly and the browser.
◆ Current state
Groonga ships every one to three weeks, and the 16.1 line has a clear thread: experimental WASI support. 16.1.2 added a WASI groonga command and a browser build that downloads a database over HTTP on demand, 16.1.4 extended WASI to tokenizer and normalizer options, and 16.1.5 linked plugins statically so they work under WASI. Alongside that, 16.1.1 made logical_select run shards and drilldowns in parallel, measured at 1.5x faster with two workers.
◆ Where it's heading
The WebAssembly work is moving piece by piece from the core command to options and plugins, which points toward a usable in-browser search engine. Every WASI item is still marked experimental and not stable.
◆ Prediction
Expect more WASI coverage in the next 16.1.x releases, with the experimental label likely to stay for now.
Scalingo
5.0DEVOPS
Scalingo is back to routine runtime updates after its October router incident.
◆ Current state
Scalingo is a European PaaS that keeps runtimes close to upstream. After a week of incident response that included router filters for Brotli and multipart requests, the changelog is back to buildpack updates: new Node.js versions, two rounds of JDK releases, Composer 2.11, fresh Python defaults and, on November 2, nginx 1.31.8 mainline. Python 3.11 is now deprecated.
◆ Where it's heading
The changelog has returned to its normal rhythm of runtime currency. The Python 3.11 deprecation is the one item that will require customer action.
◆ Prediction
Expect more buildpack updates weekly and, at some point, a removal date for Python 3.11; whether the Brotli block on existing Node.js apps is lifted is unclear.
Alternatives to Groonga and Scalingo
Other DevOps 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 Groonga or Scalingo.
Postgres Operator
Postgres Operator v2.0.3 makes md5 pooler auth opt-in in a bug-fix release.
Mapnik
Mapnik 4.3.2 is a performance release from one contributor, with line dash fixes.
Eclipse OpenJ9
OpenJ9 0.63 patches CVEs and hardens JITServer against malformed messages.
OpenWrt
OpenWrt's releases are still set by security fixes, now mostly on the 25.12 branch.
QGroundControl
QGroundControl's v5.1.5 patch restores mission commands lost to a translation bug.
See all Groonga alternatives → · See all Scalingo alternatives →
Recent activity from Groonga and Scalingo
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 8h agoScalingobuildpacks - nginx: nginx 1.31.8 (mainline) is now available
- 3d agoScalingobuildpacks - PHP - Composer 2.11.1 is now available
- 3d agoScalingobuildpacks - Java - JDK 17.0.21.0.3, 21.0.13.0.3, 25.0.5.0.3 and 27.0.1.0.3 are now available
- 3d agoScalingoNode.js 24.22.2 and 26.13.0 now available
- 4d agoScalingobuildpacks - PHP - Composer 2.2.31 and 2.11.0 are now available
- 4d agoGroongaGroonga 16.1.5 - 2026-10-29
- 7d agoScalingobuildpacks - Python - Python 3.11.18, 3.12.16, 3.13.18, 3.14.10 and 3.15.2 are now available
- 17d agoGroongaGroonga 16.1.4 - 2026-10-16
- 25d agoGroongaGroonga 16.1.3 - 2026-10-08
- 1mo agoGroongaGroonga 16.1.2 runs experimentally in WASI and the browser
- 1mo agoGroongaGroonga 16.1.1 parallelises logical_select across shards
- 2mo agoGroongaCrash fix when index segment allocation fails
Frequently asked questions
What is the difference between Groonga and Scalingo?
They serve adjacent needs but don't currently overlap on shipped themes. Groonga and Scalingo are shipping at a similar cadence (velocity 5.0 vs 5.0, 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 Groonga better than Scalingo?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Groonga and Scalingo are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.
What are the best alternatives to Groonga?
Top Groonga alternatives in DevOps are ranked by recent ship velocity. Browse the "Groonga alternatives" section above for the current picks, or visit /alternatives/groonga for the full list with editorial commentary on each.
What are the best alternatives to Scalingo?
Top Scalingo alternatives in DevOps are ranked by recent ship velocity. Browse the "Scalingo alternatives" section above for the current picks, or visit /alternatives/scalingo for the full list with editorial commentary on each.