Autonomous Threat Hunting

HEAD TO HEAD · NO WINNER

Anvilogic vs Mars Security

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

In one paragraph

Anvilogic and Mars Security both appear in this guide's vendor directory. Both vendors' own material describes Level 3, Continuous hunting, human review. Both state 3 of the twelve capabilities in our matrix. Anvilogic states detection changes kept in version control where Mars Security does not; Mars Security states new rules tested on historical data before release, findings arrive with corroboration or shown working, names its intelligence sources and states a security attestation where Anvilogic 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 Anvilogic and Mars Security differ?

Anvilogic states, Mars Security does not publish

Mars Security states, Anvilogic does not publish

Both state

Hunts start without a per-hunt request, Queries data where it already lives, Maps hunts or detections to MITRE ATT&CK

Neither states

Response actions staged for human approval, Publishes an open framework or specification, 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.
CapabilityAnvilogicMars SecurityDifference
Hunts start without a per-hunt requestStatedDescribes agents that take threat intel through to deployed detection logic.StatedHunts generated from threat intelligence "run them continuously against the data where it already lives".Both state it
Queries data where it already livesStated"One query across Splunk, Snowflake, Sentinel, S3, and more, without moving the data."Stated"Hunt across every log source, cloud, and endpoint without moving a byte."Both state it
New rules tested on historical data before releasePartly statedDescribes "validated, deployed detection logic"; what validation consists of is not published.StatedEach rule is backtested against 30 days of the customer's own data before it goes live.Only Mars Security states it
Detection changes kept in version controlStatedDetection-as-code with version control.Not publishedNot described on the pages reviewed.Only Anvilogic states it
Findings arrive with corroboration or shown workingNot publishedHow hunt results are presented for review is not published.StatedHands analysts "a corroborated shortlist rather than a scored queue".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 described on the pages reviewed.Neither states it
Maps hunts or detections to MITRE ATT&CKStatedTuning agents and coverage scoring against MITRE ATT&CK.StatedProduces MITRE ATT&CK-mapped rules with a severity rating.Both state it
Names its intelligence sourcesNot publishedIntelligence sources are not named on the pages reviewed.StatedAdvisories from CISA, Mandiant, Unit 42 and Microsoft Threat Intelligence.Only Mars Security states it
Publishes an open framework or specificationNot publishedNone found on the pages reviewed.Not publishedNone found on the pages reviewed.Neither states it
States MCP supportNot publishedNot stated on the pages reviewed.Not publishedNot stated on the pages reviewed.Neither states it
States a security attestationNot publishedNot found on the pages reviewed.StatedSOC 2, per its September 2026 announcement.Only Mars Security states it
Publishes a list priceNot publishedNo list price. A calculator estimates data-lake compute and storage and states that savings do not include Anvilogic annual licensing.Not 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.Neither states it

What does each publish about pricing?

AnvilogicNo list price. A calculator estimates data-lake compute and storage and states that savings do not include Anvilogic annual licensing.
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.

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?

Anvilogic

  • Runs on top of the customer's storage layer; the platform page describes "Augment, Standalone, or Any Combination".
  • Search: "One query across Splunk, Snowflake, Sentinel, S3, and more, without moving the data."
  • Data platforms named: Splunk, Azure Sentinel, CrowdStrike NG-SIEM, Elastic; Snowflake, Databricks, Azure Data Explorer, Azure Log Analytics, Microsoft Fabric, Amazon Security Lake; S3, Azure Blob, GCS.
  • Detection-as-code with version control implies reviewable changes; approval steps for hunts are not described on the pages reviewed.

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.

Which should you look at first?

Look at Anvilogic first if your must-haves include detection changes kept in version control.

Look at Mars Security first if your must-haves include new rules tested on historical data before release or findings arrive with corroboration or shown working.

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

Frequently asked questions

Is Anvilogic better than Mars Security?
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 Anvilogic and Mars Security query data in place?
Anvilogic: Stated. "One query across Splunk, Snowflake, Sentinel, S3, and more, without moving the data." Mars Security: Stated. "Hunt across every log source, cloud, and endpoint without moving a byte."
Do Anvilogic and Mars Security publish pricing?
Neither publishes a list price on the pages reviewed in September 2026.

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