Autonomous Threat Hunting

HEAD TO HEAD · NO WINNER

Mars Security vs Nebulock

What each vendor publishes about autonomous threat hunting, row by row.

In one paragraph

Mars Security and Nebulock both appear in this guide's vendor directory. Both vendors' own material describes Level 3, Continuous hunting, human review. Both state 5 of the twelve capabilities in our matrix. Mars Security states findings arrive with corroboration or shown working and states a security attestation where Nebulock does not; Nebulock states detection changes kept in version control and publishes an open framework or specification where Mars Security does not. This guide does not pick a winner; which differences matter depends on your must-haves.

Guide updated September 2026 · Autonomous Threat Hunting editors

Where do Mars Security and Nebulock differ?

Mars Security states, Nebulock does not publish

Nebulock states, Mars Security does not publish

Both state

Hunts start without a per-hunt request, Queries data where it already lives, New rules tested on historical data before release, Maps hunts or detections to MITRE ATT&CK, Names its intelligence sources

Neither states

Response actions staged for human approval, States MCP support, Publishes a list price

How do they compare row by row?

What each vendor states, as reviewed September 2026. Not a ranking.
CapabilityMars SecurityNebulockDifference
Hunts start without a per-hunt requestStatedHunts generated from threat intelligence "run them continuously against the data where it already lives".Stated"Vespyr hunts without a directive."Both state it
Queries data where it already livesStated"Hunt across every log source, cloud, and endpoint without moving a byte."StatedHelix federated search "to get data just-in-time, not just-in-case".Both state it
New rules tested on historical data before releaseStatedEach rule is backtested against 30 days of the customer's own data before it goes live.Stated"Every detection rule must pass a Retrohunt before deployment."Both state it
Detection changes kept in version controlNot publishedNot described on the pages reviewed.StatedRules exported to GitHub, with immutable version history, compare and revert.Only Nebulock states it
Findings arrive with corroboration or shown workingStatedHands analysts "a corroborated shortlist rather than a scored queue".Partly statedThe LOCK framework includes a Check step; how findings are presented is not detailed.Only Mars Security states it
Response actions staged for human approvalNot publishedResponse actions are not described on the pages reviewed.Not publishedResponse actions are not published.Neither states it
Maps hunts or detections to MITRE ATT&CKStatedProduces MITRE ATT&CK-mapped rules with a severity rating.StatedThe Learn step starts with a hypothesis mapped to MITRE ATT&CK.Both state it
Names its intelligence sourcesStatedAdvisories from CISA, Mandiant, Unit 42 and Microsoft Threat Intelligence.StatedIntel from CrowdStrike, Mandiant, MISP and community feeds.Both state it
Publishes an open framework or specificationNot publishedNone found on the pages reviewed.StatedAgentic Threat Hunting Framework and Agentic Detection Engineering Framework on GitHub, MIT license.Only Nebulock states it
States MCP supportNot publishedNot stated on the pages reviewed.Not publishedNot stated on the pages reviewed.Neither states it
States a security attestationStatedSOC 2, per its September 2026 announcement.Not publishedNot found on the pages reviewed.Only Mars Security states it
Publishes a list priceNot publishedNo list price. Its intel-to-detection feature is available to all customers at no additional cost, per the September 2026 announcement. Listed on AWS Marketplace.Not publishedNo list price on the pages reviewed.Neither states it

What does each publish about pricing?

Mars SecurityNo list price. Its intel-to-detection feature is available to all customers at no additional cost, per the September 2026 announcement. Listed on AWS Marketplace.
NebulockNo list price on the pages reviewed.

Neither vendor publishes a list price on the pages reviewed. Ask each for a written price basis and budget separately for query compute on your data platforms.

Where does each run, and what controls does it describe?

Mars Security

  • Queries data in place: "Hunt across every log source, cloud, and endpoint without moving a byte"; no ingestion pipelines; works across existing tools without replacing them.
  • Sources named: CrowdStrike Falcon, Wiz, Splunk, firewall logs, Linux Sysmon, identity providers, AWS telemetry, Snowflake and Databricks.
  • Site navigation lists Slack and Microsoft Teams apps and a Splunk extension. Available on AWS Marketplace.
  • Hands analysts a corroborated shortlist to confirm; rules are backtested before they go live.
  • Response actions are not described on the pages reviewed.

Nebulock

  • SaaS. Helix federated search "to get data just-in-time, not just-in-case".
  • Integrations: Okta, Microsoft Entra, Duo, CrowdStrike, Microsoft Defender, SentinelOne, AWS CloudTrail, Microsoft Event Hub, Microsoft Sentinel, vulnerability tools (beta), Jamf, Slack, Microsoft Teams, Tines, Jira, GitHub.
  • Intel from CrowdStrike, Mandiant, MISP and community feeds.
  • "Every detection rule must pass a Retrohunt before deployment."
  • Rules edited via chat or direct SQL, exported to GitHub, with immutable version history, compare and revert.

Which should you look at first?

Look at Mars Security first if your must-haves include findings arrive with corroboration or shown working or states a security attestation.

Look at Nebulock first if your must-haves include detection changes kept in version control or publishes an open framework or specification.

Either way, put both through the same trial questions, and try the calculator with your own must-haves.

Frequently asked questions

Is Mars Security better than Nebulock?
This guide does not rank vendors or pick winners. The rows above show where their public pages differ; which differences matter depends on your requirements.
Do Mars Security and Nebulock query data in place?
Mars Security: Stated. "Hunt across every log source, cloud, and endpoint without moving a byte." Nebulock: Stated. Helix federated search "to get data just-in-time, not just-in-case".
Do Mars Security and Nebulock publish pricing?
Neither publishes a list price on the pages reviewed in September 2026.

Mars Security alternatives · Nebulock alternatives · Open this pair in the side-by-side view · Directory entry for Mars Security · Directory entry for Nebulock