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Comparison · DevOps

Aerospike vs Manticore Search

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

Aerospike vs Manticore Search: at a glance

FeatureAerospikeManticore Search
SectorDevOpsDevOps
Velocity score5.05.0
Sparks · 30d00
Top themesnosql-database, cve-remediation, multi-branch-releases, msgpack-parsingsearch-engine, open-source, sql, performance
Last editorial update2mo ago2d ago
WebsiteVisit →Visit →

What is Aerospike?

Aerospike shipped a coordinated CVE train across four release branches in one afternoon

On 16 July Aerospike published seven releases in under two hours, spanning the 7.1, 7.2, 8.0 and 8.1 branches, all carrying the same two waves of security fixes. The first wave — path traversal in UDF filename handling, an integer overflow in the msgpack size calculator, and a heap buffer overflow from missing op-size validation in batch writes — came with three numbered security bulletins. The second wave covered an out-of-bounds read in msgpack integer comparison, a memory leak on malformed proxy requests, and filter expressions bypassing validation on list and map values.

Read the full Aerospike trajectory →

What is Manticore Search?

Manticore 31.0.7 undoes a 2x COUNT(DISTINCT) slowdown its own collation fix caused.

Manticore Search's 31.x tags so far are fixes rather than features. 31.0.3 and 31.0.4 were CI and packaging work; 31.0.7 restores string COUNT(DISTINCT) speed after the 29.18.5 collation fix made it 2x slower (1.1 s to 2.4 s on the logs10m benchmark) by calling tolower() per byte. A lookup table replaces the call without changing hash values, so secondary indexes and histograms stay compatible.

Read the full Manticore Search trajectory →

Aerospike vs Manticore Search: editorial side-by-side

A
Aerospike
DEVOPS
5.0

Aerospike shipped a coordinated CVE train across four release branches in one afternoon

◆ Current state

On 16 July Aerospike published seven releases in under two hours, spanning the 7.1, 7.2, 8.0 and 8.1 branches, all carrying the same two waves of security fixes. The first wave — path traversal in UDF filename handling, an integer overflow in the msgpack size calculator, and a heap buffer overflow from missing op-size validation in batch writes — came with three numbered security bulletins. The second wave covered an out-of-bounds read in msgpack integer comparison, a memory leak on malformed proxy requests, and filter expressions bypassing validation on list and map values.

◆ Where it's heading

The pattern is a vendor with long-lived enterprise deployments treating branch parity as a hard requirement: every fix is labelled with the editions it affects, and Community Edition receives the same security content as Enterprise and Federal. Most of the disclosed issues sit in msgpack parsing and collection data types, which is where untrusted client input first meets the server — a concentration that suggests a focused audit of that boundary rather than scattered reports. Outside the security work, releases are small: log verbosity, lock contention on cold-start eviction, transaction object-count accuracy.

◆ Prediction

Several CVEs in this train are still marked pending assignment, so expect follow-up releases as those are published and any related parsing paths are closed out. The branch-parity discipline shown here makes it likely that whatever lands next will again ship simultaneously across all four supported lines.

M5.0

Manticore 31.0.7 undoes a 2x COUNT(DISTINCT) slowdown its own collation fix caused.

◆ Current state

Manticore Search's 31.x tags so far are fixes rather than features. 31.0.3 and 31.0.4 were CI and packaging work; 31.0.7 restores string COUNT(DISTINCT) speed after the 29.18.5 collation fix made it 2x slower (1.1 s to 2.4 s on the logs10m benchmark) by calling tolower() per byte. A lookup table replaces the call without changing hash values, so secondary indexes and histograms stay compatible.

◆ Where it's heading

October has been correctness work on string handling (range filters, collation-aware COUNT(DISTINCT)) followed by fixing the performance cost of those fixes. The 31.x line still appears in the feed without notes on what features justified the major version.

◆ Prediction

Expect more 31.0.x patches in this vein. What new capability defines 31.x remains unclear from these entries.

Alternatives to Aerospike and Manticore Search

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 Aerospike or Manticore Search.

See all Aerospike alternatives → · See all Manticore Search alternatives →

Recent activity from Aerospike and Manticore Search

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

  1. 3d agoManticore Search31.0.7: string COUNT(DISTINCT) 2x slowdown fixed
  2. 6d agoManticore Search31.0.4: CI fix for bundled Debian dependencies
  3. 6d agoManticore Search31.0.3: Test Kit pinned to Executor 1.4.6
  4. 8d agoManticore Search29.18.7: Manticore Buddy sidecar bumped to 4.4.8
  5. 9d agoManticore Search29.18.6: crash dumps now name the operation and table
  6. 9d agoManticore SearchFix: COUNT(DISTINCT) on strings now respects session collation
  7. 3mo agoAerospikeAerospike 8.1.2.2 fixes UDF path traversal and batch heap overflow
  8. 3mo agoAerospikeAerospike 8.1.2.3 fixes filter-expression validation bypass
  9. 3mo agoAerospikeAerospike 8.0.0.18 backports the msgpack and proxy-leak fixes
  10. 3mo agoAerospikeAerospike 8.0.0.17 backports the UDF and batch-write CVEs
  11. 3mo agoAerospikeAerospike 7.2.0.20 backports second-wave fixes to the 7.2 branch
  12. 3mo agoAerospikeAerospike 7.2.0.19 backports the UDF path traversal fix

Frequently asked questions

What is the difference between Aerospike and Manticore Search?

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

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

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

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.