GravityKit
GravityKit folds every GravityView extension into one Pro plugin.
Comparison · Infra & APIs
NetBird vs Wazuh
A side-by-side editorial comparison of NetBird and Wazuh — release velocity, themes, recent moves, and the top alternatives to consider.
NetBird vs Wazuh: at a glance
What is NetBird?
NetBird's v0.83 candidate turns its management API into an MCP server for AI tools.
NetBird v0.82 candidates removed MySQL in favor of PostgreSQL and deprecated Rosenpass. The first v0.83 candidate, on November 9, serves the management REST API as an MCP server behind an OAuth 2.1 broker, with a consent page that leaves write access unticked by default and MCP sign-ins recorded in the activity log. It also reports LLM token usage from the proxy, renews cached ACME certificates and adds profile ownership checks to the client.
What is Wazuh?
Wazuh hardens its 4.14 line while 5.0 rebuilds how agents talk to the manager.
Wazuh ships 4.14 patch releases roughly every two to three weeks, and almost all of the content is security hardening: path traversal and command injection fixes, input validation in the cluster code, connection deadlines and memory leak fixes. 4.14.10 also added memory limits for oversized rulesets and queue warnings for the vulnerability scanner. In parallel, 5.0.0 reached its second release candidate on October 30.
NetBird vs Wazuh: editorial side-by-side
NetBird
6.3INFRA · APIS
NetBird's v0.83 candidate turns its management API into an MCP server for AI tools.
◆ Current state
NetBird v0.82 candidates removed MySQL in favor of PostgreSQL and deprecated Rosenpass. The first v0.83 candidate, on November 9, serves the management REST API as an MCP server behind an OAuth 2.1 broker, with a consent page that leaves write access unticked by default and MCP sign-ins recorded in the activity log. It also reports LLM token usage from the proxy, renews cached ACME certificates and adds profile ownership checks to the client.
◆ Where it's heading
After a storage and hardening cycle, NetBird is opening its control plane to AI agents, with guardrails visible in the same release: OAuth, read-only defaults and audit logging. The proxy reporting LLM token usage points to NetBird also positioning itself in front of AI traffic.
◆ Prediction
Expect v0.83 release candidates to refine MCP permissions and catalog coverage, with LLM gateway metrics expanding in the proxy.
Wazuh
5.0INFRA · APIS
Wazuh hardens its 4.14 line while 5.0 rebuilds how agents talk to the manager.
◆ Current state
Wazuh ships 4.14 patch releases roughly every two to three weeks, and almost all of the content is security hardening: path traversal and command injection fixes, input validation in the cluster code, connection deadlines and memory leak fixes. 4.14.10 also added memory limits for oversized rulesets and queue warnings for the vulnerability scanner. In parallel, 5.0.0 reached its second release candidate on October 30.
◆ Where it's heading
5.0 is the real change: agents move to HTTPS for talking to the manager, a new detection engine replaces the 4.x analysis daemon, and every server install becomes a cluster node. The 4.14 branch, meanwhile, reads like a security audit being worked through release by release, which keeps current installs safe while 5.0 settles.
◆ Prediction
More 5.0 release candidates are likely before a final release, and 4.14 patch releases with security fixes should keep coming every few weeks; a 5.0 GA date is not stated in these entries.
Alternatives to NetBird and Wazuh
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 NetBird or Wazuh.
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.
Clair
Clair 4.10 RC can read SBOMs to match Java vulnerabilities.
Shuffle
Shuffle tags builds almost daily, but the notes are empty.
KrakenD
KrakenD's community edition is shipping only dependency bumps.
See all NetBird alternatives → · See all Wazuh alternatives →
Recent activity from NetBird and Wazuh
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoWazuhWazuh 4.14.11 RC1 tightens group paths and agent enrollment
- 4d agoNetBirdv0.83.0-rc.1: management API served as an MCP server ⚡
- 5d agoWazuhWazuh 4.14.10 adds ruleset memory limits and closes a root injection
- 14d agoWazuhWazuh 5.0 RC2 swaps in a new detection engine
- 16d agoNetBirdv0.82.0-rc.2: Rosenpass deprecated, SSH root-login and env hardening
- 18d agoNetBirdv0.82.0-rc.1: MySQL removed, access logs get their own database
- 23d agoNetBirdNetBird canary rebuild: group-restricted daemon socket
- 29d agoWazuhWazuh 4.14.9 adds compiler hardening to Linux binaries
- 1mo agoNetBirdv0.81.0-rc.3: management and Traefik backports
- 1mo agoNetBirdv0.81 canary: route hysteresis stops HA peer flapping
- 1mo agoWazuhWazuh 5.0 RC1 moves agents to HTTPS and makes every server a cluster
- 1mo agoWazuhWazuh 4.14.8 fixes an alert-stopping deadlock
Frequently asked questions
What is the difference between NetBird and Wazuh?
They serve adjacent needs but don't currently overlap on shipped themes. NetBird is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 NetBird better than Wazuh?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. NetBird is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 NetBird?
Top NetBird alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "NetBird alternatives" section above for the current picks, or visit /alternatives/netbird for the full list with editorial commentary on each.
What are the best alternatives to Wazuh?
Top Wazuh alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Wazuh alternatives" section above for the current picks, or visit /alternatives/wazuh for the full list with editorial commentary on each.