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Comparison · DevOps
Prometheus vs Slurm
A side-by-side editorial comparison of Prometheus and Slurm — release velocity, themes, recent moves, and the top alternatives to consider.
Prometheus vs Slurm: at a glance
What is Prometheus?
Prometheus 3.16 reaches rc.4 with an integral() function and stricter exemplar handling
Prometheus 3.16 is on its fourth release candidate, dated 3 November. Beyond rc.2's stable Smoothed and Anchored selectors and flag-gated query cost limits, rc.4 adds an experimental integral() PromQL function, per-query start-timestamp overrides via an HTTP header, and metadata-wal-records in Agent mode. It also tightens accounting: subquery samples now count toward query statistics, and exemplars with duplicate label names are rejected.
What is Slurm?
Slurm's newest entry is a test case, not a release; 26.05.5 is still current.
Slurm maintains three branches (25.05, 25.11, 26.05). On September 2 it shipped coordinated security releases on all three fixing seven CVEs, including an operator-to-administrator privilege escalation and SQL injection via cluster names. 26.05.5 on October 13 returned to ordinary fixes. The newest feed item is a testsuite commit checking that step cancels in --stepmgr jobs record the job owner rather than root.
Prometheus vs Slurm: editorial side-by-side
Prometheus
5.0DEVOPS
Prometheus 3.16 reaches rc.4 with an integral() function and stricter exemplar handling
◆ Current state
Prometheus 3.16 is on its fourth release candidate, dated 3 November. Beyond rc.2's stable Smoothed and Anchored selectors and flag-gated query cost limits, rc.4 adds an experimental integral() PromQL function, per-query start-timestamp overrides via an HTTP header, and metadata-wal-records in Agent mode. It also tightens accounting: subquery samples now count toward query statistics, and exemplars with duplicate label names are rejected.
◆ Where it's heading
The 3.16 cycle is about making query cost measurable and controllable: accurate sample counts are a prerequisite for the cost limits rc.2 introduced. Remote Write 2.0 keeps shedding legacy metadata metrics, and the patch tracks (3.15.x, 3.13 LTS) keep moving separately on security rebuilds.
◆ Prediction
A 3.16.0 GA is the likely next entry, given four candidates in about a week; whether query-cost leaves its feature flag in that release is not yet visible.
Slurm
5.0DEVOPS
Slurm's newest entry is a test case, not a release; 26.05.5 is still current.
◆ Current state
Slurm maintains three branches (25.05, 25.11, 26.05). On September 2 it shipped coordinated security releases on all three fixing seven CVEs, including an operator-to-administrator privilege escalation and SQL injection via cluster names. 26.05.5 on October 13 returned to ordinary fixes. The newest feed item is a testsuite commit checking that step cancels in --stepmgr jobs record the job owner rather than root.
◆ Where it's heading
Slurm's cadence is monthly point releases on the 26.05 line with occasional coordinated security drops across all supported branches. The test commit points at accounting accuracy for step-manager jobs as current work.
◆ Prediction
A 26.05.6 point release in November is likely, possibly including the --stepmgr cancel accounting fix the new test covers.
Alternatives to Prometheus 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 Prometheus or Slurm.
TypeDB
TypeDB 3.14.2 fixes a delete-after-commit crash and opens HTTPS to Studio users.
Aiven
Aiven adds a $43 ClickHouse tier and takes Valkey clustering GA while the agent work matures.
HashiCorp
HashiCorp is rebuilding Terraform and Vault around AI agents as governed users
Elasticsearch
One Node.js Brotli bug and a compromised CA bundle force ten patches across the Elastic Stack.
QuestDB
QuestDB keeps proving its market-data case with reproducible benchmarks between releases.
See all Prometheus alternatives → · See all Slurm alternatives →
Recent activity from Prometheus and Slurm
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 22h agoSlurmwickberg-test: Testsuite - Cover a --stepmgr step cancel in test_101_18
- 1d agoPrometheus3.16.0-rc.4: integral() function, stricter sample accounting
- 7d agoPrometheus3.16.0-rc.2: query cost limits, smoothed selectors go stable
- 14d agoPrometheus3.15.1: distrusts two root CAs, patches Go and HTTP/2
- 14d agoPrometheus3.13.5: LTS gets the CA distrust and Go security rebuild
- 22d agoSlurmv26.05.5
- 1mo agoPrometheus3.13.4: gRPC fix, native histogram corrections on LTS
- 1mo agoPrometheus3.13.3 / 2026-09-07
- 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
- 2mo agoSlurmv26.05.3
Frequently asked questions
What is the difference between Prometheus and Slurm?
They serve adjacent needs but don't currently overlap on shipped themes. Prometheus and Slurm 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 Prometheus better than Slurm?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Prometheus and Slurm 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 Prometheus?
Top Prometheus alternatives in DevOps are ranked by recent ship velocity. Browse the "Prometheus alternatives" section above for the current picks, or visit /alternatives/prometheus 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.