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Incus alternatives
The best Incus alternatives in developer tools, ranked by Sparkpulse's velocity_score.
Updated Nov 5, 2026
Looking for the best alternatives to Incus? Sparkpulse tracks and ranks 12 alternatives in developer tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Incus shipped 0 meaningful updates in the last 30 days and carries a velocity score of 5.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Incus
Incus 7.6 fixes 18 security issues, eight critical, and adds SR-IOV NIC live migration
Incus 7.6, released October 30, carries 18 security fixes, eight rated critical, many of them about restricted projects reaching the default project or the host, plus an authentication bypass through unverified client certificate chains. Its features aim at larger environments: live migration for VMs using SR-IOV NICs, multifd for VM live migration, cluster healing options, compression for block volumes, and OIDC opaque tokens. 7.5 before it added live migration between projects, cluster metrics and NVIDIA GPU cliques. The 7.0 LTS branch received a second patch, 7.0.2, with no described changes.
Velocity 5.0 · Last update 3d ago
Top 12 alternatives to Incus
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
INFRA · APIS
CircleCI Functions: versioned, validated job setup that coding agents can configure.
INFRA · APIS
Currents lists itself in the Claude and ChatGPT/Codex plugin directories.
INFRA · APIS
Hatchet adds magic-link login and publishes its CLI on npm.
INFRA · APIS
Redocly forks Markdoc and points Open in Claude at the desktop app.
INFRA · APIS
Payload 4.0 beta 7 adds refresh tokens and a batch of security fixes.
INFRA · APIS
Home Assistant folds HACS into core as a built-in Marketplace for community add-ons.
INFRA · APIS
Honeycomb's Canvas now remembers your systems and lays out each investigation in sections.
INFRA · APIS
ESPHome opens the 2026.11 beta days after its second October patch.
INFRA · APIS
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
INFRA · APIS
Dragonfly opens a 2.1 line with metrics that explain why replicas drop.
INFRA · APIS
Tolgee readies its MCP server for Claude's connector directory between near-daily patches.
Incus vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Incus (baseline) | 5.0 | 0 | container managerlive migrationsr-iov | Incus 7.4 adds near-live migration and Secure Boot key management |
| GitHub | 10.0 | 0 | copilotide-integrationsbyok | — |
| CircleCI | 7.5 | 1 | ci/cdpipeline configcoding agents | Functions now available in beta |
| Currents | 6.3 | 1 | playwrightci-observabilitymcp | [New] Trace API for agents |
| Hatchet | 6.3 | 0 | durable executionauthenticationdeveloper onboarding | — |
| Redocly | 6.3 | 0 | api documentationmarkdocdocs agents | — |
| Payload CMS | 6.3 | 0 | headless-cmsmajor-releaseauth | — |
| Home Assistant | 6.3 | 1 | home-automationmarketplaceautomation-ux | 2026.11: HACS becomes a built-in Marketplace |
| Honeycomb | 6.3 | 1 | observabilitycanvas-agentsagent-memory | More Canvas connectors: GitLab, LaunchDarkly, Stripe, CircleCI, Intercom, and Amp |
| ESPHome | 5.0 | 0 | iot firmwarehome automationesp32 | — |
| Jackett | 5.0 | 0 | torrent-indexersopen-sourcemedia-automation | — |
| Dragonfly | 5.0 | 0 | in-memory datastoreobservabilityreplication | — |
| Tolgee | 5.0 | 0 | localizationtranslation-managementmcp | — |
The 12 best Incus alternatives, in depth
1. GitHub · velocity 10.0
GitHub puts Copilot inside Xcode's own coding assistant, a week after JetBrains Air.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, GitHub focuses on copilot, ide integrations and byok.
GitHub and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. CircleCI · velocity 7.5
CircleCI Functions: versioned, validated job setup that coding agents can configure.
Over the last 30 days CircleCI shipped 1 meaningful update vs Incus's 0, most recently “Functions now available in beta”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, CircleCI focuses on ci/cd, pipeline config and coding agents.
Over the last 30 days CircleCI has been shipping faster than Incus — a point in its favour if release momentum matters to you.
3. Currents · velocity 6.3
Currents lists itself in the Claude and ChatGPT/Codex plugin directories.
Over the last 30 days Currents shipped 1 meaningful update vs Incus's 0, most recently “[New] Trace API for agents”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Currents focuses on playwright, ci observability and mcp.
Over the last 30 days Currents has been shipping faster than Incus — a point in its favour if release momentum matters to you.
4. Hatchet · velocity 6.3
Hatchet adds magic-link login and publishes its CLI on npm.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Hatchet focuses on durable execution, authentication and developer onboarding.
Hatchet and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. Redocly · velocity 6.3
Redocly forks Markdoc and points Open in Claude at the desktop app.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Redocly focuses on api documentation, markdoc and docs agents.
Redocly and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. Payload CMS · velocity 6.3
Payload 4.0 beta 7 adds refresh tokens and a batch of security fixes.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Payload CMS focuses on headless cms, major release and auth.
Payload CMS and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Payload CMS trajectory → · Compare Incus vs Payload CMS →
7. Home Assistant · velocity 6.3
Home Assistant folds HACS into core as a built-in Marketplace for community add-ons.
Over the last 30 days Home Assistant shipped 1 meaningful update vs Incus's 0, most recently “2026.11: HACS becomes a built-in Marketplace”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Home Assistant focuses on home automation, marketplace and automation ux.
Over the last 30 days Home Assistant has been shipping faster than Incus — a point in its favour if release momentum matters to you.
Full Home Assistant trajectory → · Compare Incus vs Home Assistant →
8. Honeycomb · velocity 6.3
Honeycomb's Canvas now remembers your systems and lays out each investigation in sections.
Over the last 30 days Honeycomb shipped 1 meaningful update vs Incus's 0, most recently “More Canvas connectors: GitLab, LaunchDarkly, Stripe, CircleCI, Intercom, and Amp”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Honeycomb focuses on observability, canvas agents and agent memory.
Over the last 30 days Honeycomb has been shipping faster than Incus — a point in its favour if release momentum matters to you.
9. ESPHome · velocity 5.0
ESPHome opens the 2026.11 beta days after its second October patch.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, ESPHome focuses on iot firmware, home automation and esp32.
ESPHome and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. Jackett · velocity 5.0
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Jackett focuses on torrent indexers, open source and media automation.
Jackett and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. Dragonfly · velocity 5.0
Dragonfly opens a 2.1 line with metrics that explain why replicas drop.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Dragonfly focuses on in memory datastore, observability and replication.
Dragonfly and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. Tolgee · velocity 5.0
Tolgee readies its MCP server for Claude's connector directory between near-daily patches.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Incus leans on container manager, live migration and sr iov, Tolgee focuses on localization, translation management and mcp.
Tolgee and Incus have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to Incus?
The top Incus alternatives we currently track in developer tools are GitHub, CircleCI, Currents, Hatchet, Redocly, ranked by recent ship velocity.
How is this list of Incus alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Incus directly with one of these alternatives?
Yes — every card has a "Compare with Incus" link to a side-by-side /compare page.