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Comparison · Infra & APIs
Apache CloudStack vs Dependency-Track
A side-by-side editorial comparison of Apache CloudStack and Dependency-Track — release velocity, themes, recent moves, and the top alternatives to consider.
Apache CloudStack vs Dependency-Track: at a glance
| Feature | Apache CloudStack | Dependency-Track |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 0.0 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | cloud-orchestration, lts-branches, cve-advisories, tenant-isolation | sbom, supply-chain-security, major-version-rc, database-migration |
| Last editorial update | 4h ago | 3h ago |
| Website | Visit → | Visit → |
What is Apache CloudStack?
Three LTS branches running in parallel, and the only release notes with substance are the CVE ones.
CloudStack maintains 4.19, 4.20 and 4.22 as concurrent LTS lines with 4.21 as a regular release alongside them, and ships maintenance builds across all of them on a rolling basis. Nearly every release entry is a set of pointers to release notes, install and upgrade docs with no summary of what changed. The exceptions are the security releases, which enumerate their CVEs in full.
What is Dependency-Track?
A v5 release candidate train carrying a database migrator that has to work on the first try.
Dependency-Track is deep in a 5.0.0 release candidate series, cutting rc.2 through rc.5 within a single week. A large share of every release is the v4-migrator: BIGINT casts during extract, ANALYZE on staging tables before transform, component dedup before joining repo metadata, cross-schema type dependencies, trigger deactivation, permission table bootstrap. Nearly every commit in the window is authored by a single maintainer.
Apache CloudStack vs Dependency-Track: editorial side-by-side
Apache CloudStack
0.0INFRA · APIS
Three LTS branches running in parallel, and the only release notes with substance are the CVE ones.
◆ Current state
CloudStack maintains 4.19, 4.20 and 4.22 as concurrent LTS lines with 4.21 as a regular release alongside them, and ships maintenance builds across all of them on a rolling basis. Nearly every release entry is a set of pointers to release notes, install and upgrade docs with no summary of what changed. The exceptions are the security releases, which enumerate their CVEs in full.
◆ Where it's heading
The pattern that is legible from the entries is a hardening cycle around tenant isolation. The 4.19.3.0 and 4.20.1.0 advisories covered API-key exposure and cross-domain access; a year later 4.22.0.1 covers backup access control, MinIO policy persistence after bucket deletion, resource-limit enforcement, and cross-tenant instance access through the Proxmox extension. Same class of defect, newer surfaces — the security work is tracking the platform's expansion into backup and third-party hypervisor integrations.
◆ Prediction
Expect the paired-advisory rhythm to continue, with the next security release landing simultaneously across the supported LTS branches as 4.19.3.0/4.20.1.0 and 4.20.3.0/4.22.0.1 both did. What ships in the feature releases is not something these entries let you predict — they carry no change detail at all.
Dependency-Track
0.0INFRA · APIS
A v5 release candidate train carrying a database migrator that has to work on the first try.
◆ Current state
Dependency-Track is deep in a 5.0.0 release candidate series, cutting rc.2 through rc.5 within a single week. A large share of every release is the v4-migrator: BIGINT casts during extract, ANALYZE on staging tables before transform, component dedup before joining repo metadata, cross-schema type dependencies, trigger deactivation, permission table bootstrap. Nearly every commit in the window is authored by a single maintainer.
◆ Where it's heading
This is a major version defined by what it removes and how safely it moves people across. rc.2 dropped the compatibility shim translating v4-era alpine.* and unprefixed property names to dt.* equivalents, and made the API server refuse to start on a legacy key rather than silently misconfigure. Around that migration work, the policy engine keeps gaining inputs — component hash mismatch conditions, latest version publish timestamps exposed to CEL — and latest-version detection is being tuned per ecosystem so Maven reports stable releases rather than prereleases.
◆ Prediction
Expect further release candidates focused on migrator robustness before 5.0.0 goes stable, since four of them in one week were still finding extract and transform bugs in the same code path.
Alternatives to Apache CloudStack and Dependency-Track
Other Infra & APIs 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 Apache CloudStack or Dependency-Track.
Pressable
Ten days of bulk operations, then the AI assistant got the keys to multi-site access control.
rsyslog
The syslog daemon is quietly becoming an OpenTelemetry-era pipeline, YAML config and all.
Contour
Three supported branches, patched in lockstep within the same minute.
HAProxy Kubernetes Ingress Controller
The changelog is a raw commit log, and its severity tags tell you more than the prose would.
Inspektor Gadget
The eBPF observability tool just started reaching for the GPU.
See all Apache CloudStack alternatives → · See all Dependency-Track alternatives →
Recent activity from Apache CloudStack and Dependency-Track
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2mo agoDependency-TrackDependency-Track 5.0.0-rc.5 adds hash mismatch policy conditions
- 2mo agoDependency-TrackDependency-Track 5.0.0-rc.4 caps uncompressed repository responses
- 2mo agoDependency-TrackDependency-Track 5.0.0-rc.3 bumps CycloneDX proto to 1.7.1
- 2mo agoDependency-TrackDependency-Track 5.0.0-rc.2 drops the legacy alpine.* config shim
- 2mo agoApache CloudStackApache CloudStack 4.22.1.0 (LTS)
- 3mo agoApache CloudStackCloudStack 4.22.0.1 patches 7 CVEs across backups and templates
- 3mo agoApache CloudStackApache CloudStack 4.20.3.0 (LTS)
- 9mo agoApache CloudStackApache CloudStack 4.22.0.0 (LTS)
- 9mo agoApache CloudStackApache CloudStack 4.20.2.0 (LTS)
- 11mo agoApache CloudStackApache CloudStack 4.21.0.0 (Regular)
Frequently asked questions
What is the difference between Apache CloudStack and Dependency-Track?
They serve adjacent needs but don't currently overlap on shipped themes. Apache CloudStack and Dependency-Track are shipping at a similar cadence (velocity 0.0 vs 0.0, 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 Apache CloudStack better than Dependency-Track?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache CloudStack and Dependency-Track are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Apache CloudStack?
Top Apache CloudStack alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache CloudStack alternatives" section above for the current picks, or visit /alternatives/cloudstack for the full list with editorial commentary on each.
What are the best alternatives to Dependency-Track?
Top Dependency-Track alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dependency-Track alternatives" section above for the current picks, or visit /alternatives/dependency-track for the full list with editorial commentary on each.