Security Monitoring & Threat Hunting Tools are hard to compare because the category spans endpoint detection, SIEM/XDR workflows, osquery management, incident response, security data pipelines, and threat hunting lakes. This section uses the supplied ToolVitals data for June 2026, including health score, shipping score, ToolVitals score, GitHub stars, openness_label, license_label, pricing_scope, and status.
The ranking is limited to open/source-visible tools and is ordered by ToolVitals score first, with GitHub stars used only as a secondary popularity signal when scores tie. Every listed tool is labeled with its supplied openness_label and license_label; tools are not described as OSI open source unless their openness_label says OSI-approved OSS.
Rankings
| Rank | Tool | Openness | License | Health | Shipping | GitHub Stars | Score | Status |
|---|---|---|---|---|---|---|---|---|
| 1 | InnerWarden | OSI-approved OSS | Apache-2.0 | 85 | 95 | 161 | 91 | 🟢 Excellent |
| 2 | Wardex | OSI-approved OSS | AGPL-3.0 | 80 | 87 | 1 | 86 | 🟢 Excellent |
| 3 | osctrl | OSI-approved OSS | MIT | 79 | 84 | 503 | 85 | 🟢 Excellent |
| 4 | Lyrie AI | OSI-approved OSS | MIT | 87 | 70 | 363 | 85 | 🟢 Excellent |
| 5 | Wildbox | OSI-approved OSS | MIT | 72 | 71 | 127 | 77 | 🟢 Good |
| 6 | Gridwolf | OSI-approved OSS | MIT | 58 | 49 | 36 | 64 | 🟢 Good |
| 7 | Shrike | OSI-approved OSS | MIT | 44 | 34 | 0 | 53 | 🟡 Fair |
| 8 | Catalyst | OSI-approved OSS | AGPL-3.0 | 51 | 7 | 532 | 48 | 🟡 Fair |
| 9 | Matano | OSI-approved OSS | Apache-2.0 | 27 | 0 | 1677 | 33 | 🔴 Needs Attention |
Top 3 Highlights
InnerWarden ranks first with a 91 ToolVitals score, the strongest shipping score in the set at 95, and an 85 health score. Its description is focused on autonomous Linux EDR, kernel-level eBPF detection, and AI triage, which makes it the clearest endpoint-focused entry in this ranking. It is OSI-approved OSS under Apache-2.0, has pricing_scope listed as none, and has 161 GitHub stars.
Wardex ranks second with an 86 ToolVitals score, supported by an 80 health score and 87 shipping score. It is positioned around private-cloud XDR and SIEM workflows, detection engineering, and SOC operations, so it covers a broader security-operations use case than endpoint-only tools. It is OSI-approved OSS under AGPL-3.0, has pricing_scope listed as none, and has 1 GitHub star.
osctrl ranks third with an 85 ToolVitals score, a 79 health score, and an 84 shipping score. Its role is narrower and practical: fast and efficient osquery management, which fits teams already using osquery as part of endpoint visibility or threat hunting. It is OSI-approved OSS under MIT, has pricing_scope listed as none, and has 503 GitHub stars.
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