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Comparison · DevOps
Convex vs Slurm
A side-by-side editorial comparison of Convex and Slurm — release velocity, themes, recent moves, and the top alternatives to consider.
Convex vs Slurm: at a glance
What is Convex?
Convex raised $57M on the argument that agents need a backend built for them.
The feed is thin on releases and heavy on company milestones. A $57M Series B led by Insight Partners is the newest item, pitched around developers and their agents writing software together and needing a backend that keeps up. The substantive product news remains April's Convex for Enterprise, which added the compliance and scale posture the platform previously lacked; since then the feed carries a conference announcement and open-source recaps rather than shipped capability.
What is Slurm?
Slurm 26.11 RC turns on the threadpool by default and splits containers into runtime plugins
Slurm maintains three branches (25.05, 25.11, 26.05) and shipped coordinated fixes for seven CVEs across all three on September 2; 26.05.5 in October was routine maintenance. On November 6 the first release candidate for 26.11 arrived. It enables the slurmctld threadpool by default, makes all RPC replies asynchronous, moves OCI container execution out of slurmstepd into a new runtime/oci plugin with --container-type renamed to --runtime, and hardens slurmrestd with dropped Linux capabilities and unauthenticated health endpoints.
Convex vs Slurm: editorial side-by-side
Convex
2.5DEVOPS
Convex raised $57M on the argument that agents need a backend built for them.
◆ Current state
The feed is thin on releases and heavy on company milestones. A $57M Series B led by Insight Partners is the newest item, pitched around developers and their agents writing software together and needing a backend that keeps up. The substantive product news remains April's Convex for Enterprise, which added the compliance and scale posture the platform previously lacked; since then the feed carries a conference announcement and open-source recaps rather than shipped capability.
◆ Where it's heading
Convex is funding and positioning ahead of shipping. The enterprise release established the upmarket motion and the funding narrative attaches it to agent-written code, but nothing in the visible window shows the agent-facing product surface that framing implies. Whether that framing is real or aspirational is not something this feed answers yet.
◆ Prediction
With the round announced around agent workloads, the next substantive release is most likely on that surface, though the entries here give no detail on what form it takes.
Slurm
5.0DEVOPS
Slurm 26.11 RC turns on the threadpool by default and splits containers into runtime plugins
◆ Current state
Slurm maintains three branches (25.05, 25.11, 26.05) and shipped coordinated fixes for seven CVEs across all three on September 2; 26.05.5 in October was routine maintenance. On November 6 the first release candidate for 26.11 arrived. It enables the slurmctld threadpool by default, makes all RPC replies asynchronous, moves OCI container execution out of slurmstepd into a new runtime/oci plugin with --container-type renamed to --runtime, and hardens slurmrestd with dropped Linux capabilities and unauthenticated health endpoints.
◆ Where it's heading
26.11 is an architectural release more than a feature one: the controller's concurrency model changes by default, container support becomes a pluggable runtime layer, and slurmrestd is being prepared to run as a service behind health checks. Several options are renamed or deprecated (conmgr_threads, SLURMRESTD_JSON, become_user), so upgrades will need config review.
◆ Prediction
Expect further 26.11 release candidates fixing threadpool and async-reply regressions before a 26.11.0 GA, alongside a 26.05.6 point release on the current branch.
Alternatives to Convex 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 Convex or Slurm.
Prometheus
Prometheus 3.16 ships GA with query cost limits behind a flag and stable Smoothed/Anchored selectors
Eclipse Theia
Theia 1.77 ships with 38 contributors, but its notes still live elsewhere.
Bitbucket
Bitbucket Pipelines swaps stored credentials for step permissions and container tokens.
Z-Wave JS
Z-Wave JS v15.32.0 ships the findings of two full-codebase security reviews.
Gravity Forms
Gravity Forms patches reCAPTCHA and Partial Entries after its 3.2 Repeater release.
See all Convex alternatives → · See all Slurm alternatives →
Recent activity from Convex and Slurm
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 9h agoSlurmSlurm 26.11 RC1: threadpool on by default, OCI runtime plugin
- 2d agoSlurmwickberg-test: Testsuite - Cover a --stepmgr step cancel in test_101_18
- 23d agoSlurmv26.05.5
- 2mo agoSlurmSlurm 26.05.4 fixes 7 CVEs, including privilege escalation
- 2mo agoSlurmSlurm 25.11.8: CVE backport security release
- 2mo agoSlurmSlurm 25.05.9: CVE backport security release
- 3mo agoConvexConvex raises a $57M Series B
- 6mo agoConvexWe're organizing a conference
- 7mo agoConvexConvex's 2025 open-source contributions, recapped
- 7mo agoConvexConvex for Enterprise (and updates to everything else) ⚡
- 9mo agoConvexJust landed in Europe
- 9mo agoConvexConvex Open Source Update
Frequently asked questions
What is the difference between Convex and Slurm?
They serve adjacent needs but don't currently overlap on shipped themes. Slurm is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Convex 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 2.5), 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 Convex?
Top Convex alternatives in DevOps are ranked by recent ship velocity. Browse the "Convex alternatives" section above for the current picks, or visit /alternatives/convex 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.