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Comparison · DevOps

OpenTripPlanner vs Slurm

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

OpenTripPlanner vs Slurm: at a glance

FeatureOpenTripPlannerSlurm
SectorDevOpsDevOps
Velocity score0.05.0
Sparks · 30d00
Top themestransit-routing, graphql, api-removal, gtfs-rthpc, job-scheduling, reliability, tls
Last editorial update3h ago4h ago
WebsiteVisit →Visit →

What is OpenTripPlanner?

OpenTripPlanner finished a multi-year migration by deleting its REST API.

OTP releases roughly twice a year and keeps its notes to a handful of notable items, deferring the rest to external changelogs. The recent line has been about API consolidation: 2.6.0 disabled the legacy REST API by default and made the new debug client the default, 2.8.0 removed the REST API outright, and 2.9.0's only listed change is a move to Java 25. Feature work in between went into SIRI extra calls, GTFS-RT platform and headsign changes, and transit filters on the GraphQL planConnection query.

Read the full OpenTripPlanner trajectory →

What is Slurm?

Slurm 26.05 makes SLUID the default job identity and pulls TLS into the daemons.

Slurm is maintaining three branches concurrently — 26.05 as the new major line, 25.11 as the stable one, and 25.05 still receiving fixes — and releases them in same-minute pairs. The 26.05 line introduces SLUID as the default identifier used in cgroup paths and step lookups, and a tls/s2n path with a certgen plugin for generating step certificates. Everything else in this window is correctness work: controller crashes under load, shutdown and reconfigure races, memory leaks in slurmstepd and slurmrestd, and cross-version compatibility between mismatched daemons.

Read the full Slurm trajectory →

OpenTripPlanner vs Slurm: editorial side-by-side

O0.0

OpenTripPlanner finished a multi-year migration by deleting its REST API.

◆ Current state

OTP releases roughly twice a year and keeps its notes to a handful of notable items, deferring the rest to external changelogs. The recent line has been about API consolidation: 2.6.0 disabled the legacy REST API by default and made the new debug client the default, 2.8.0 removed the REST API outright, and 2.9.0's only listed change is a move to Java 25. Feature work in between went into SIRI extra calls, GTFS-RT platform and headsign changes, and transit filters on the GraphQL planConnection query.

◆ Where it's heading

The GraphQL API is now the only API, and the deprecation of plan in favour of planConnection back in 2.7.0 shows the same consolidation happening inside it. Alongside that, the real-time surface keeps growing — SIRI Lite, extra calls, GTFS-RT support for new and replacement trips — while graph build memory consumption gets cut release over release. The 2.9.0 release being a Java version bump and nothing else suggests the API work has run its course.

◆ Prediction

With the REST removal done and the runtime moved to Java 25, the next release is more likely to concentrate on real-time data handling than on API surface.

S
Slurm
DEVOPS
5.0

Slurm 26.05 makes SLUID the default job identity and pulls TLS into the daemons.

◆ Current state

Slurm is maintaining three branches concurrently — 26.05 as the new major line, 25.11 as the stable one, and 25.05 still receiving fixes — and releases them in same-minute pairs. The 26.05 line introduces SLUID as the default identifier used in cgroup paths and step lookups, and a tls/s2n path with a certgen plugin for generating step certificates. Everything else in this window is correctness work: controller crashes under load, shutdown and reconfigure races, memory leaks in slurmstepd and slurmrestd, and cross-version compatibility between mismatched daemons.

◆ Where it's heading

The bulk of the engineering effort visible here goes to concurrency and lifecycle correctness in slurmctld — races between the purge thread and job/node write locks, accounting_storage callers racing plugin teardown, connection plugin initialization ordering, forwarding threads outliving shutdown. That is the profile of a codebase being hardened for larger and busier clusters rather than one adding scheduling features. The second thread is upgrade tolerance: multiple fixes exist purely to keep a 26.05 slurmd working with a 24.11 sattach or a 25.05 slurmstepd, which tells you how staged real site upgrades are.

◆ Prediction

Expect 26.05.x to keep issuing fixes for the SLUID transition and for mixed-version daemon combinations, since both are where this window's regressions cluster. The 25.05 line looks close to the end of its fix stream, with its recent releases limited to shutdown races and build compatibility.

Alternatives to OpenTripPlanner and Slurm

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 OpenTripPlanner or Slurm.

See all OpenTripPlanner alternatives → · See all Slurm alternatives →

Recent activity from OpenTripPlanner and Slurm

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

  1. 25d agoSlurm26.05.2 adds a cgroup path escape hatch back to job IDs
  2. 25d agoSlurm25.11.7 fixes requeued jobs losing their license reservations
  3. 2mo agoSlurm26.05.1 repairs mixed-version and post-upgrade job handling
  4. 2mo agoSlurmSlurm 26.05 ships SLUID identity and an in-tree TLS path
  5. 2mo agoSlurm25.11.6 clears reconfigure and shutdown hangs in slurmctld
  6. 2mo agoSlurm25.05.8 rejects nobody-user submissions and fixes shutdown races
  7. 4mo agoOpenTripPlannerRuntime moves to Java 25
  8. 10mo agoOpenTripPlannerBugfix release: GraphiQL error and flex trip validation
  9. 11mo agoOpenTripPlannerREST API removed; GraphQL becomes the only interface
  10. 1y agoOpenTripPlannerRaptor-backed via search; plan deprecated for planConnection
  11. 1y agoOpenTripPlannerFares V2 support, GBFS geofencing and lower memory use
  12. 1y agoOpenTripPlannerLegacy REST API disabled by default; new debug client promoted

Frequently asked questions

What is the difference between OpenTripPlanner and Slurm?

They serve adjacent needs but don't currently overlap on shipped themes. Slurm is currently shipping more aggressively (velocity 5.0 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 OpenTripPlanner better than Slurm?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Slurm is currently shipping more aggressively (velocity 5.0 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 OpenTripPlanner?

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

What are the best alternatives to Slurm?

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