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Comparison · DevOps

OSQP vs WildFly

A side-by-side editorial comparison of OSQP and WildFly — release velocity, themes, recent moves, and the top alternatives to consider.

OSQP vs WildFly: at a glance

FeatureOSQPWildFly
SectorDevOpsDevOps
Velocity score0.02.5
Sparks · 30d00
Top themesconvex-optimization, quadratic-programming, gpu-acceleration, embedded-solversjakarta-ee, oidc, stability-levels, app-server
Last editorial update3h ago2h ago
WebsiteVisit →Visit →

What is OSQP?

QP solver that rebuilt its linear algebra layer for GPUs, then went quiet in beta.

OSQP is an operator-splitting quadratic program solver used widely as an embedded optimization backend. Its visible release history stops at the v1.0 beta from May 2023, which was a substantial rework: a pluggable linear algebra backend chosen at compile time, the separate cuOSQP GPU project folded into the main tree, and an Intel MKL backend added. That beta has not been followed by a stable v1.0 in this feed.

Read the full OSQP trajectory →

What is WildFly?

WildFly's quarterly train is really a stability ladder, and OIDC keeps climbing it

WildFly is four majors into a metronomic release train — 38 through 41 in about eight months — where each cycle pairs a Beta with a Final roughly two weeks later that restates the same feature list. The substantive work splits cleanly in two: Jakarta EE 11 and MicroProfile spec implementations that land first in WildFly Preview, and an explicit stability ladder (preview to community to default) that individual features climb one release at a time. OIDC is the feature getting the most of that attention, with scope attributes, request/request_uri parameters, and logout each promoted across the last three cycles.

Read the full WildFly trajectory →

OSQP vs WildFly: editorial side-by-side

O
OSQP
DEVOPS
0.0

QP solver that rebuilt its linear algebra layer for GPUs, then went quiet in beta.

◆ Current state

OSQP is an operator-splitting quadratic program solver used widely as an embedded optimization backend. Its visible release history stops at the v1.0 beta from May 2023, which was a substantial rework: a pluggable linear algebra backend chosen at compile time, the separate cuOSQP GPU project folded into the main tree, and an Intel MKL backend added. That beta has not been followed by a stable v1.0 in this feed.

◆ Where it's heading

The direction the beta set is clear — OSQP was becoming a solver core that could be retargeted at different compute hardware without changing the algorithm, with CUDA and MKL as the first two targets. Code generation and adjoint derivative computation moving into the C API point the same way, toward embedding OSQP inside other systems including differentiable pipelines.

◆ Prediction

The stable v1.0 is the obvious next milestone, but nothing in these entries indicates when or whether it landed — treat the backend rework as available only in beta form.

W
WildFly
DEVOPS
2.5

WildFly's quarterly train is really a stability ladder, and OIDC keeps climbing it

◆ Current state

WildFly is four majors into a metronomic release train — 38 through 41 in about eight months — where each cycle pairs a Beta with a Final roughly two weeks later that restates the same feature list. The substantive work splits cleanly in two: Jakarta EE 11 and MicroProfile spec implementations that land first in WildFly Preview, and an explicit stability ladder (preview to community to default) that individual features climb one release at a time. OIDC is the feature getting the most of that attention, with scope attributes, request/request_uri parameters, and logout each promoted across the last three cycles.

◆ Where it's heading

The direction is consolidation rather than expansion: features already written are being graduated to supported status instead of new subsystems appearing. In parallel the runtime baseline is moving underneath users — 40.0.1 shipped container images for JDK 25 on UBI 10 and flagged it as the last release carrying JDK 17 images. Expect the EE 11 work now sitting in Preview to graduate into standard WildFly on the same ladder OIDC has been walking.

◆ Prediction

WildFly 42 should ship container images on JDK 21 and JDK 25 only, with the remaining Preview-stability EE 11 integrations promoted toward default.

Alternatives to OSQP and WildFly

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 OSQP or WildFly.

See all OSQP alternatives → · See all WildFly alternatives →

Recent activity from OSQP and WildFly

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 25d agoWildFlyWildFly 41 promotes OIDC scope and request-object support
  2. 1mo agoWildFlyWildFly 41 Beta adds transactions during graceful shutdown
  3. 1mo agoWildFlyWildFly 40.0.1 moves container images to JDK 25, drops JDK 17
  4. 2mo agoWildFlyWildFly 40 lands Jakarta Pages 4.0 and WebSocket 2.2 in Preview
  5. 3mo agoWildFlyWildFly 40 Beta fixes an Elytron brute-force CVE
  6. 6mo agoWildFlyWildFly 39.0.1 backports the Elytron brute-force CVE fix
  7. 3y agoOSQPBeta re-tag adding CI-generated build artifacts
  8. 3y agoOSQPPluggable linear algebra backends, cuOSQP merged in, MKL backend added
  9. 5y agoOSQPDevelopment version bump to 0.6.2.dev0

Frequently asked questions

What is the difference between OSQP and WildFly?

They serve adjacent needs but don't currently overlap on shipped themes. WildFly is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 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 OSQP better than WildFly?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. WildFly is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.

What are the best alternatives to OSQP?

Top OSQP alternatives in DevOps are ranked by recent ship velocity. Browse the "OSQP alternatives" section above for the current picks, or visit /alternatives/osqp for the full list with editorial commentary on each.

What are the best alternatives to WildFly?

Top WildFly alternatives in DevOps are ranked by recent ship velocity. Browse the "WildFly alternatives" section above for the current picks, or visit /alternatives/wildfly for the full list with editorial commentary on each.