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Comparison · DevOps

Slurm vs WeWeb

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

Slurm vs WeWeb: at a glance

FeatureSlurmWeWeb
SectorDevOpsDevOps
Velocity score2.56.3
Sparks · 30d01
Top themeshpc-scheduler, stability, regression-fixes, parallel-branchesai-integrations, backend-workflows, no-code, usage-monitoring
Last editorial update5d ago6h ago
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What is Slurm?

Two supported branches, both absorbing the aftershocks of the 26.05 identity change.

Slurm is maintaining the 26.05 and 25.11 lines in parallel, and both are running fix-only. The 26.05 point releases are still cleaning up after the major release that made SLUID the default identity and added an in-tree TLS path: 26.05.1 repaired upgrade and mixed-version job handling, 26.05.2 restored the option to use job IDs in cgroup paths, and 26.05.3 clears srun completion hangs, a QOS-preemption segfault, and several slurmctld crash paths.

Read the full Slurm trajectory →

What is WeWeb?

WeWeb is turning the apps it builds into AI products, and metering the AI as it goes.

The consequential release in this window gave backend workflows direct calls to OpenAI, Anthropic, and Google Gemini models, so an app built in the editor can ship AI features without a separate service behind it. Shipped alongside were Make and Twilio integrations and better usage monitoring. The most recent entry is a performance release, described only as speed improvements with more work to follow, which is the least specific note in the set.

Read the full WeWeb trajectory →

Slurm vs WeWeb: editorial side-by-side

S
Slurm
DEVOPS
2.5

Two supported branches, both absorbing the aftershocks of the 26.05 identity change.

◆ Current state

Slurm is maintaining the 26.05 and 25.11 lines in parallel, and both are running fix-only. The 26.05 point releases are still cleaning up after the major release that made SLUID the default identity and added an in-tree TLS path: 26.05.1 repaired upgrade and mixed-version job handling, 26.05.2 restored the option to use job IDs in cgroup paths, and 26.05.3 clears srun completion hangs, a QOS-preemption segfault, and several slurmctld crash paths.

◆ Where it's heading

The pattern across four consecutive releases is consolidation, not expansion — crash fixes, race conditions during shutdown and reconfigure, and regressions traced back to 25.05 and 26.05. New surface is limited to small operational corrections like sinfo state filters and license matching. Sites on 25.11 are getting the same stability work backported, which suggests the older branch is still carrying real production load.

◆ Prediction

Expect the 26.05.x line to keep issuing fix-only point releases until the SLUID and TLS changes stop generating regressions; nothing in these entries points to new features landing on either branch first.

W
WeWeb
DEVOPS
6.3

WeWeb is turning the apps it builds into AI products, and metering the AI as it goes.

◆ Current state

The consequential release in this window gave backend workflows direct calls to OpenAI, Anthropic, and Google Gemini models, so an app built in the editor can ship AI features without a separate service behind it. Shipped alongside were Make and Twilio integrations and better usage monitoring. The most recent entry is a performance release, described only as speed improvements with more work to follow, which is the least specific note in the set.

◆ Where it's heading

Two threads run in parallel and are starting to converge. One is AI for the builder — WeWeb AI planning, task tracking, MCP work, and AI-assisted debugging of backend workflows. The other is AI in the built app, which is where the model integrations landed. The usage monitoring arriving in the same release as the model calls suggests consumption is being prepared as a billable dimension rather than a convenience readout. Between those, the cadence is steady maintenance: bug fixes, domain setup, Supabase role-based page access.

◆ Prediction

Expect the backend AI actions to accumulate the plumbing a production AI feature needs — credential handling and cost controls tied to that usage monitoring — and expect the performance work to be described concretely once the foundations it refers to are in place.

Alternatives to Slurm and WeWeb

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 Slurm or WeWeb.

See all Slurm alternatives → · See all WeWeb alternatives →

Recent activity from Slurm and WeWeb

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

  1. 2d agoWeWebApp runtime speed improvements, with more work to follow
  2. 6d agoSlurm26.05.3 clears srun completion hangs and a QOS preemption segfault
  3. 7d agoWeWeb🤖 Add AI features to your app with new AI integrations
  4. 7d agoWeWebMake and Twilio integrations, plus WeWeb AI usage monitoring
  5. 16d agoWeWebRefresh token action, faster loading, and small fixes
  6. 28d agoWeWebFixes across notifications, workflows, and self-hosted apps
  7. 1mo agoWeWeb📣 Improved Supabase setup + AI-assisted workflow debugging
  8. 1mo agoSlurm26.05.2 adds a cgroup path escape hatch back to job IDs
  9. 1mo agoSlurm25.11.7 fixes requeued jobs losing their license reservations
  10. 2mo agoSlurm26.05.1 repairs mixed-version and post-upgrade job handling
  11. 2mo agoSlurmSlurm 26.05 ships SLUID identity and an in-tree TLS path
  12. 3mo agoSlurm25.11.6 clears reconfigure and shutdown hangs in slurmctld

Frequently asked questions

What is the difference between Slurm and WeWeb?

They serve adjacent needs but don't currently overlap on shipped themes. WeWeb 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 Slurm better than WeWeb?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. WeWeb 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 DevOps products to evaluate alongside.

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.

What are the best alternatives to WeWeb?

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