Compare threat hunting tools side by side

Detect agents take threat intel to validated, deployed detection logic on every connected platform; no speed figure is stated.

Search and Detect agents cover intelligence-led work; the pages we reviewed do not describe a separate continuous hunting workflow.

Rules are described as ATT&CK-mapped, but we found no public coverage view, heatmap or tactic-level map.

Hypotheses map to ATT&CK and the docs reference a MITRE Coverage feature; public pages do not show how coverage is measured.

Backtesting before go-live is documented; version history, review and CI are not described on public pages.

Detection-as-code with version control is stated, and tuning agents maintain rules; review and test steps are not spelled out.

Federated search fetches data just in time; docs name EDR, identity and cloud sources plus Microsoft Sentinel, with fewer data lakes named than Mars Security or Anvilogic.

No public price and no public documentation site; the vendor states deployment in hours, SOC 2 and an AWS Marketplace listing.

SaaS with documented integrations; no published time-to-value figure.

Runs on top of existing storage in augment or standalone modes; no published time-to-value figure.

• Headquarters: New York
• Security: SOC 2 (vendor press release)
• Marketplace: AWS Marketplace
• Rule testing: Each rule backtested against 30 days of the customer's own data before it goes live
• ATT&CK: ATT&CK-mapped detection rules; no public coverage view
• Named sources: CrowdStrike Falcon, Wiz, Splunk, firewall logs, Linux Sysmon, identity providers, AWS telemetry, Snowflake, Databricks

• Focus (docs): Endpoint and identity-based threats such as credential theft, privilege escalation and lateral movement
• Integrations (docs): Okta, Microsoft Entra, Duo, CrowdStrike, Microsoft Defender, SentinelOne, AWS CloudTrail, Microsoft Event Hub, Microsoft Sentinel, Jamf, Slack, Microsoft Teams, Tines, Jira, GitHub
• Rule lifecycle: Retrohunt required before deployment; immutable version history; GitHub export
• Open source: Agentic Threat Hunting Framework and Agentic Detection Engineering Framework (MIT license)

• Founded: 2019
• Named data platforms: Splunk, Microsoft Sentinel, CrowdStrike NG-SIEM, Elastic; Snowflake, Databricks, Azure Data Explorer, Azure Log Analytics, Microsoft Fabric, Amazon Security Lake; S3, Azure Blob, GCS
• ATT&CK: Thousands of MITRE-mapped detections; coverage scoring against ATT&CK
• Rule lifecycle: Detection-as-code with version control

Source: marssec.ai · securityboulevard.com · marssec.ai · Reviewed Sep 2026

Source: nebulock.io · nebulock.io · docs.nebulock.io · docs.nebulock.io · github.com · Reviewed Sep 2026

Source: anvilogic.com · anvilogic.com · anvilogic.com · Reviewed Sep 2026