Apache Druid
Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors
Comparison · Infra & APIs
Incus vs Tasmota
A side-by-side editorial comparison of Incus and Tasmota — release velocity, themes, recent moves, and the top alternatives to consider.
Incus vs Tasmota: at a glance
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.
What is Tasmota?
Tasmota 16 adds optional MQTT 5.0 and DALI-2 commissioning for lighting control.
v16.0.0 Theo landed in mid-October. It adds optional MQTT 5.0 focused on request and response, initial ESP32-S31 and ESP32-C61 support, and DALI-2 device commissioning, input events and push-button bindings. HVAC work is also heavy, with a MiELHVAC web panel, Modbus RTU slave and Home Assistant discovery.
Incus vs Tasmota: editorial side-by-side
Incus
5.0INFRA · APIS
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.
Tasmota
2.5INFRA · APIS
Tasmota 16 adds optional MQTT 5.0 and DALI-2 commissioning for lighting control.
◆ Current state
v16.0.0 Theo landed in mid-October. It adds optional MQTT 5.0 focused on request and response, initial ESP32-S31 and ESP32-C61 support, and DALI-2 device commissioning, input events and push-button bindings. HVAC work is also heavy, with a MiELHVAC web panel, Modbus RTU slave and Home Assistant discovery.
◆ Where it's heading
The major number doesn't change the release's character: breadth remains the product. Two threads stand out from the driver list. Building-automation protocols are getting deeper support, with DALI-2, Modbus and OpenTherm's second heating circuit, and MQTT 5.0 updates the core messaging layer for the first time in these entries.
◆ Prediction
Expect the next release in about two months with further DALI-2 and Berry work, and fuller ESP32-S31 support, since the current support is labeled initial.
Alternatives to Incus and Tasmota
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 Tasmota.
Okta
Okta adds TypeScript to its Cross App Access guides and dates the end of Classic Engine features
Gitness
Harness Open Source last shipped in August 2025, on this feed at least
Payload CMS
Payload's v4 beta ships every few days, and most of the risk sits in the breaking-change notes
Scalar
Scalar is testing demand for hosting from inside localhost
DNSimple
DNSimple's Erlang DNS stack now handles 14% more queries per second, with no C involved
See all Incus alternatives → · See all Tasmota alternatives →
Recent activity from Incus and Tasmota
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoIncus18 security fixes, SR-IOV NIC live migration and multifd
- 16d agoIncusSecond patch on the 7.0 LTS branch
- 16d agoTasmotav16.0.0 adds MQTT 5.0, ESP32-S31 and DALI-2 commissioning
- 1mo agoIncusLive migration across projects, cluster metrics, NVIDIA GPU cliques
- 2mo agoIncusIncus 7.4 adds near-live migration and Secure Boot key management ⚡
- 2mo agoTasmotaTasmota v15.6.0 Sylvie
- 3mo agoIncusNative Windows and macOS installers; QMP command timeouts
- 3mo agoIncusFirst patch release on the 7.0 LTS branch
- 4mo agoTasmotaTasmota v15.5.0 Sylvan
- 6mo agoTasmotaTasmota v15.4.0 Sybil
- 8mo agoTasmotaTasmota v15.3.0 Susan
- 10mo agoTasmotaTasmota v15.2.0 Stephan
Frequently asked questions
What is the difference between Incus and Tasmota?
They serve adjacent needs but don't currently overlap on shipped themes. Incus is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 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 Incus better than Tasmota?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Incus is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 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 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 Tasmota?
Top Tasmota alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Tasmota alternatives" section above for the current picks, or visit /alternatives/tasmota for the full list with editorial commentary on each.