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Comparison · DevOps

Manticore Search vs Slurm

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

Manticore Search vs Slurm: at a glance

FeatureManticore SearchSlurm
SectorDevOpsDevOps
Velocity score6.32.5
Sparks · 30d10
Top themessearch engine, sharding, patch cadence, query correctnesshpc-scheduler, stability, regression-fixes, parallel-branches
Last editorial update3h ago5d ago
WebsiteVisit →Visit →

What is Manticore Search?

The 29.0 line is stabilizing in public; 29.1 opens with load-tool work rather than engine work.

Manticore shipped 29.0.3 through 29.0.6 across four days after the 29.0.2 release notes consolidated the sharding work, and has now opened the 29.1 line. The patches are shaped by what 29.0 exposed: internal sort helper columns leaking into LEFT JOIN output, NEAR and proximity distances reset by repeated JSON query fixup, malformed binary-API search counts allocating before validation, and fatal binlog replay errors that failed to name the --replay-flags value an operator needs. The 29.1.0 opener is not engine work at all — it bumps the bundled manticore-load tool and gives it worker init and finalize hooks.

Read the full Manticore Search trajectory →

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 →

Manticore Search vs Slurm: editorial side-by-side

M6.3

The 29.0 line is stabilizing in public; 29.1 opens with load-tool work rather than engine work.

◆ Current state

Manticore shipped 29.0.3 through 29.0.6 across four days after the 29.0.2 release notes consolidated the sharding work, and has now opened the 29.1 line. The patches are shaped by what 29.0 exposed: internal sort helper columns leaking into LEFT JOIN output, NEAR and proximity distances reset by repeated JSON query fixup, malformed binary-API search counts allocating before validation, and fatal binlog replay errors that failed to name the --replay-flags value an operator needs. The 29.1.0 opener is not engine work at all — it bumps the bundled manticore-load tool and gives it worker init and finalize hooks.

◆ Where it's heading

The pattern after a major line opens is holding: the commit-level train runs at multiple releases a day while the newly exposed surfaces — sharded tables, LEFT JOIN, JSON query parsing — report their edge cases back, each fix arriving with regression coverage attached rather than accumulating into a batch. The 29.0.6 binlog change is a small tell about where the team's attention sits: improving the error text an operator reads at 3am is the kind of fix that only gets prioritised once real clusters are running the new line.

◆ Prediction

The patch cadence should keep compressing toward the ordinary rhythm as the 29.0 edge cases drain. The next substantive engine item is more likely to come from the columnar and KNN thread than from sharding, which has just had its release.

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.

Alternatives to Manticore Search 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 Manticore Search or Slurm.

See all Manticore Search alternatives → · See all Slurm alternatives →

Recent activity from Manticore Search and Slurm

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

  1. 1d agoManticore Search29.1 opens by giving manticore-load worker init and finalize hooks
  2. 2d agoManticore SearchBinlog replay errors now name the --replay-flags value to use
  3. 2d agoManticore SearchNEAR and proximity distances survive repeated JSON query fixup
  4. 2d agoManticore SearchInternal sort columns no longer leak into LEFT JOIN results
  5. 2d agoManticore SearchBinary API rejects malformed search counts before allocating
  6. 5d agoManticore SearchManticore 29.0 makes sharded tables operable and changes the SHARD_WRITE protocol
  7. 6d agoSlurm26.05.3 clears srun completion hangs and a QOS preemption segfault
  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 Manticore Search and Slurm?

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

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Manticore Search 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 Manticore Search?

Top Manticore Search alternatives in DevOps are ranked by recent ship velocity. Browse the "Manticore Search alternatives" section above for the current picks, or visit /alternatives/manticoresearch 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.