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Comparison · Infra & APIs
Inspektor Gadget vs Dependency-Track
A side-by-side editorial comparison of Inspektor Gadget and Dependency-Track — release velocity, themes, recent moves, and the top alternatives to consider.
Inspektor Gadget vs Dependency-Track: at a glance
What is Inspektor Gadget?
The eBPF observability tool just started reaching for the GPU.
Inspektor Gadget ships a feature release roughly monthly with bugfix releases in between, and the recent line has been steady kernel-side expansion: new gadgets, more eBPF program types, better stack symbolization. v0.55.0 breaks that pattern by adding initial GPU telemetry — a userspace daemon called gpu-ebpf-bridge that publishes GPU data through pinned BPF maps so gadgets can consume it. The rest of the release is the usual widening of eBPF surface plus stability work for high-churn nodes.
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.
Inspektor Gadget vs Dependency-Track: editorial side-by-side
Inspektor Gadget
6.3INFRA · APIS
The eBPF observability tool just started reaching for the GPU.
◆ Current state
Inspektor Gadget ships a feature release roughly monthly with bugfix releases in between, and the recent line has been steady kernel-side expansion: new gadgets, more eBPF program types, better stack symbolization. v0.55.0 breaks that pattern by adding initial GPU telemetry — a userspace daemon called gpu-ebpf-bridge that publishes GPU data through pinned BPF maps so gadgets can consume it. The rest of the release is the usual widening of eBPF surface plus stability work for high-churn nodes.
◆ Where it's heading
Two directions run in parallel. The kernel-side surface keeps growing — SockOps, SkSKB and SkMsg program types, map pinning, non-destructive map iteration, OTel and Python stack symbolization — which makes the tool a more general eBPF runtime rather than a fixed set of gadgets. Meanwhile the output side is becoming opinionated about ecosystems it serves: v0.54.0 taught advise_networkpolicy to emit Cilium NetworkPolicy resources alongside Kubernetes ones. GPU telemetry extends the first direction past the boundary eBPF normally stops at.
◆ Prediction
The GPU work is explicitly described as an initial design laying groundwork, so expect the next releases to build actual gadgets on top of the bridge rather than to expand it further; the pinned-map plumbing added in the same release is what those gadgets would consume.
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 Inspektor Gadget 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 Inspektor Gadget 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.
FOSSA CLI
Ecosystem-by-ecosystem parser coverage is the whole roadmap.
See all Inspektor Gadget alternatives → · See all Dependency-Track alternatives →
Recent activity from Inspektor Gadget and Dependency-Track
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoInspektor GadgetInspektor Gadget v0.55.0 opens a GPU telemetry bridge ⚡
- 25d agoInspektor GadgetRelease v0.54.1
- 1mo agoInspektor GadgetInspektor Gadget v0.54.0 generates Cilium NetworkPolicies
- 1mo agoInspektor GadgetRelease v0.53.2
- 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 agoInspektor GadgetRelease v0.53.1
- 2mo agoDependency-TrackDependency-Track 5.0.0-rc.3 bumps CycloneDX proto to 1.7.1
- 2mo agoInspektor GadgetInspektor Gadget v0.53.0 adds the trace_link gadget
- 2mo agoDependency-TrackDependency-Track 5.0.0-rc.2 drops the legacy alpine.* config shim
Frequently asked questions
What is the difference between Inspektor Gadget and Dependency-Track?
They serve adjacent needs but don't currently overlap on shipped themes. Inspektor Gadget is currently shipping more aggressively (velocity 6.3 vs 0.0), 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 Inspektor Gadget better than Dependency-Track?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Inspektor Gadget is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Inspektor Gadget?
Top Inspektor Gadget alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Inspektor Gadget alternatives" section above for the current picks, or visit /alternatives/inspektor-gadget 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.