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Comparison · Infra & APIs

Incus vs Shuffle

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

Incus vs Shuffle: at a glance

FeatureIncusShuffle
SectorInfra & APIsInfra & APIs
Velocity score5.05.0
Sparks · 30d00
Top themescontainer manager, live migration, sr-iov, project isolationsecurity-automation, soar, open-source, ai-agents
Last editorial update12d ago8h ago
WebsiteVisit →Visit →

What is 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.

Read the full Incus trajectory →

What is Shuffle?

Shuffle tags builds almost daily, but the notes are empty.

Shuffle has tagged six 2.3.1 builds since November 3: release candidates 4 to 6 and three nightly builds. Only rc4 lists a change, a fix for a frontend crash; the rest link to commit comparisons. The more substantive rc1 in October handled AI agent actions in hybrid worker setups.

Read the full Shuffle trajectory →

Incus vs Shuffle: editorial side-by-side

I
Incus
INFRA · APIS
5.0

Incus 7.6 fixes 18 security issues, eight critical, and adds SR-IOV NIC live migration

◆ Current state

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.

◆ Where it's heading

Live migration is still the through-line: 7.4 made it near-live for dependent disks, 7.5 took it across projects, and 7.6 extends it to VMs using SR-IOV NICs. The other thread is multi-tenancy under scrutiny. The size of the 7.6 security batch, with several critical items in project isolation, shows that restricted projects are now being tested as a real boundary, and the release adds a build and threat model for Anthropic's OSS Scanner.

◆ Prediction

Expect a 7.6.x patch or further security fixes, because the project-isolation findings cover a wide surface. The monthly feature cadence should continue with more live-migration throughput work, given multifd and the throughput improvements in this release.

S
Shuffle
INFRA · APIS
5.0

Shuffle tags builds almost daily, but the notes are empty.

◆ Current state

Shuffle has tagged six 2.3.1 builds since November 3: release candidates 4 to 6 and three nightly builds. Only rc4 lists a change, a fix for a frontend crash; the rest link to commit comparisons. The more substantive rc1 in October handled AI agent actions in hybrid worker setups.

◆ Where it's heading

The project is iterating toward 2.3.1 with frequent builds, and the October notes show the work is about making AI agent steps run reliably in workflows. The empty release notes make it hard to see what each build changes.

◆ Prediction

A 2.3.1 final release looks close given the run of release candidates and nightlies, though the entries do not say what it will contain beyond fixes.

Alternatives to Incus and Shuffle

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 Incus or Shuffle.

See all Incus alternatives → · See all Shuffle alternatives →

Recent activity from Incus and Shuffle

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

  1. 1d agoShuffleShuffle 2.3.1 nightly build, no notes
  2. 2d agoShuffleShuffle 2.3.1 nightly build, no notes
  3. 3d agoShuffleShuffle nightly build after 2.3.1 RC6
  4. 8d agoShuffleShuffle 2.3.1 RC6, no notes
  5. 10d agoShuffleShuffle 2.3.1 RC5, no notes
  6. 10d agoShuffleShuffle 2.3.1 RC4 fixes a frontend crash
  7. 14d agoIncus18 security fixes, SR-IOV NIC live migration and multifd
  8. 28d agoIncusSecond patch on the 7.0 LTS branch
  9. 1mo agoIncusLive migration across projects, cluster metrics, NVIDIA GPU cliques
  10. 2mo agoIncusIncus 7.4 adds near-live migration and Secure Boot key management ⚡
  11. 3mo agoIncusNative Windows and macOS installers; QMP command timeouts
  12. 4mo agoIncusFirst patch release on the 7.0 LTS branch

Frequently asked questions

What is the difference between Incus and Shuffle?

They serve adjacent needs but don't currently overlap on shipped themes. Incus and Shuffle 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 Incus better than Shuffle?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Incus and Shuffle 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 Infra & APIs products to evaluate alongside.

What are the best alternatives to Incus?

Top Incus alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Incus alternatives" section above for the current picks, or visit /alternatives/incus for the full list with editorial commentary on each.

What are the best alternatives to Shuffle?

Top Shuffle alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Shuffle alternatives" section above for the current picks, or visit /alternatives/shuffle-automation for the full list with editorial commentary on each.