GravityKit
GravityKit folds every GravityView extension into one Pro plugin.
Comparison · Infra & APIs
Clair vs Honeycomb
A side-by-side editorial comparison of Clair and Honeycomb — release velocity, themes, recent moves, and the top alternatives to consider.
Clair vs Honeycomb: at a glance
| Feature | Clair | Honeycomb |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 2.5 | 7.5 |
| Sparks · 30d | 0 | 1 |
| Top themes | container-security, vulnerability-scanning, sbom, red-hat | observability, llm-observability, agent-monitoring, canvas-agents |
| Last editorial update | 7h ago | 2d ago |
| Website | Visit → | — |
What is Clair?
Clair 4.10 RC can read SBOMs to match Java vulnerabilities.
Clair cut its first 4.10.0 release candidate on November 13, eleven months after 4.9.0. Its Java indexers can now read CycloneDX SBOM files and treat them as the source of truth, and Red Hat's VEX data now covers Maven advisories, so Java packages in Red Hat images can be matched. It also reduces memory use when many packages share a source package.
What is Honeycomb?
Honeycomb turns agent cost and failures into a dashboard, not a query.
Honeycomb spent October and early November building Canvas, its investigation agent, with connectors, memory, sections and scoped MCP access. On 10 November it made AI Ecosystem generally available: a view of conversation volume, failure rate, token use, latency and estimated LLM spend per agent and model. From any number, users can open the conversation behind it, and an Agent Timeline generates notes on failures, retry loops and cost.
Clair vs Honeycomb: editorial side-by-side
Clair
2.5INFRA · APIS
Clair 4.10 RC can read SBOMs to match Java vulnerabilities.
◆ Current state
Clair cut its first 4.10.0 release candidate on November 13, eleven months after 4.9.0. Its Java indexers can now read CycloneDX SBOM files and treat them as the source of truth, and Red Hat's VEX data now covers Maven advisories, so Java packages in Red Hat images can be matched. It also reduces memory use when many packages share a source package.
◆ Where it's heading
Since 4.8 Clair has moved from Red Hat's older OVAL data to VEX, and each release follows Red Hat's security data more closely. 4.10 adds SBOMs as an input, so Clair can match what an image's own manifest declares, not only what it finds on disk.
◆ Prediction
More 4.10 release candidates and then a final are likely; the long gap between releases suggests that could take weeks.
Honeycomb
7.5INFRA · APIS
Honeycomb turns agent cost and failures into a dashboard, not a query.
◆ Current state
Honeycomb spent October and early November building Canvas, its investigation agent, with connectors, memory, sections and scoped MCP access. On 10 November it made AI Ecosystem generally available: a view of conversation volume, failure rate, token use, latency and estimated LLM spend per agent and model. From any number, users can open the conversation behind it, and an Agent Timeline generates notes on failures, retry loops and cost.
◆ Where it's heading
Honeycomb is working on agents from both sides: Canvas uses an agent to investigate systems, and AI Ecosystem observes the agents customers run. Both lean on the same idea of going from an aggregate to the exact trace without writing a query.
◆ Prediction
Expect Canvas to start reading AI Ecosystem data, so the investigation agent can explain another agent's failures or cost spikes on request.
Alternatives to Clair and Honeycomb
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 Clair or Honeycomb.
Payload CMS
Payload's v4 beta.9 keeps every past image crop and raises the Node floor again.
Nautobot
Nautobot 3.3 alpha 2 adds test helpers and a cable location filter after 3.2.9's token-leak fix.
Shuffle
Shuffle tags builds almost daily, but the notes are empty.
KrakenD
KrakenD's community edition is shipping only dependency bumps.
Velociraptor
Velociraptor's recent releases are mostly about patching CVEs.
See all Clair alternatives → · See all Honeycomb alternatives →
Recent activity from Clair and Honeycomb
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 12h agoClairClair 4.10 RC reads CycloneDX SBOMs for Java matching
- 3d agoHoneycombAI Ecosystem: now GA ⚡
- 7d agoHoneycombDark mode settings moved to the Account menu
- 9d agoHoneycombCanvas Sections and a better mobile experience
- 10d agoHoneycombHoneycomb MCP: granular resource access
- 10d agoHoneycombMemory in Canvas: now in beta
- 11d agoHoneycombReply to selected text in Canvas
- 11mo agoClairClair 4.9 moves CVSS data to NVD's 2.0 feeds
- 2y agoClairClair 4.8 replaces Red Hat OVAL data with VEX
- 2y agoClairClair 4.7.4 changes the default layer download location
- 2y agoClairClair 4.7.3 requires TLS 1.2 or newer
- 3y agoClairClair 4.7.2 drops the retired CRDA source
Frequently asked questions
What is the difference between Clair and Honeycomb?
They serve adjacent needs but don't currently overlap on shipped themes. Honeycomb is currently shipping more aggressively (velocity 7.5 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 Clair better than Honeycomb?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Honeycomb is currently shipping more aggressively (velocity 7.5 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 Infra & APIs products to evaluate alongside.
What are the best alternatives to Clair?
Top Clair alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Clair alternatives" section above for the current picks, or visit /alternatives/clair for the full list with editorial commentary on each.
What are the best alternatives to Honeycomb?
Top Honeycomb alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Honeycomb alternatives" section above for the current picks, or visit /alternatives/honeycomb for the full list with editorial commentary on each.