Detection as Code

Detecteam vs Google Security Operations

Detecteam totals 5.26 and Google Security Operations totals 6.83 on the 10 point detection-as-code rubric (sources read 2026-11-03 and 2026-11-04). Google Security Operations leads by 1.57 points. The pair turns on rule health: Google Security Operations documents it in full, and Detecteam publishes nothing on it. Neither publishes anything on pricing.

The difference that decides this pair

The largest weighted gap on the rubric is Git-native workflow and CI/CD: Google Security Operations scores 8.0 against 5.0 for Detecteam, which is 0.54 of the 10 point total.

For rule health, Google Security Operations shows rule errors, latency metrics and rule quotas on a Rule Observability dashboard, whereas Detecteam names no noisy, broken, drift or cost feature. docs.cloud.google.com read 2026-11-03 detecteam.com read 2026-11-03

Rubric side by side

Detecteam totals 5.26 and Google Security Operations totals 6.83 out of 10.

Rubric criteria for Detecteam and Google Security Operations, scores out of 10. A plus marks a criterion where Google Security Operations scores higher, a minus where Detecteam does.

MarkerCriterionWeightDetecteamGoogle Security Operations
+Rule languages and conversion paths155.07.0
+Git-native workflow and CI/CD185.08.0
+Testing157.08.0
-Coverage analytics127.04.0
+Rule health185.08.0
+Versioning and rollback84.08.0
+Content library size and freshness84.05.0
Pricing transparency63.03.0
Total1005.266.83

The 33 capabilities as a diff

Read it as a diff from Detecteam to Google Security Operations: 20 of 33 rows differ. A plus marks a row where Google Security Operations documents more (17 rows), a minus a row where Detecteam documents more (3 rows). Rows with no marker match.

Capability rows for Detecteam and Google Security Operations, grouped. Changed rows are shaded and carry a marker.

MarkerCapabilityDetecteamGoogle Security Operations
Languages
Sigma nativeDetecteam, Sigma native: not documentednot documentedGoogle Security Operations, Sigma native: not documentednot documented
Sigma conversionDetecteam, Sigma conversion: not documentednot documentedGoogle Security Operations, Sigma conversion: not documentednot documented
Google Security Operations documents moreYARA-LDetecteam, YARA-L: not documentednot documentedGoogle Security Operations, YARA-L: documenteddocumented
SPLDetecteam, SPL: not documentednot documentedGoogle Security Operations, SPL: not documentednot documented
KQLDetecteam, KQL: not documentednot documentedGoogle Security Operations, KQL: not documentednot documented
EQL or ES|QLDetecteam, EQL or ES|QL: not documentednot documentedGoogle Security Operations, EQL or ES|QL: not documentednot documented
PythonDetecteam, Python: not documentednot documentedGoogle Security Operations, Python: not documentednot documented
Visual builderDetecteam, Visual builder: not documentednot documentedGoogle Security Operations, Visual builder: not documentednot documented
YARADetecteam, YARA: not documentednot documentedGoogle Security Operations, YARA: not documentednot documented
Lucene or KQL-likeDetecteam, Lucene or KQL-like: not documentednot documentedGoogle Security Operations, Lucene or KQL-like: not documentednot documented
Source control and CI
Google Security Operations documents moreGit syncDetecteam, Git sync: not documentednot documentedGoogle Security Operations, Git sync: documenteddocumented
Google Security Operations documents morePR deployDetecteam, PR deploy: not documentednot documentedGoogle Security Operations, PR deploy: partialpartial
Google Security Operations documents moreCLIDetecteam, CLI: not documentednot documentedGoogle Security Operations, CLI: documenteddocumented
Google Security Operations documents moreRule APIDetecteam, Rule API: not documentednot documentedGoogle Security Operations, Rule API: documenteddocumented
Detecteam documents moreCI examplesDetecteam, CI examples: partialpartialGoogle Security Operations, CI examples: not documentednot documented
Env promotionDetecteam, Env promotion: not documentednot documentedGoogle Security Operations, Env promotion: not documentednot documented
Testing
Detecteam documents moreUnit testsDetecteam, Unit tests: partialpartialGoogle Security Operations, Unit tests: not documentednot documented
Google Security Operations documents moreReplayDetecteam, Replay: not documentednot documentedGoogle Security Operations, Replay: documenteddocumented
Synthetic eventsDetecteam, Synthetic events: partialpartialGoogle Security Operations, Synthetic events: partialpartial
Google Security Operations documents moreBacktest reportsDetecteam, Backtest reports: not documentednot documentedGoogle Security Operations, Backtest reports: partialpartial
Detecteam documents moreTest coverageDetecteam, Test coverage: partialpartialGoogle Security Operations, Test coverage: not documentednot documented
Coverage analytics
Google Security Operations documents moreATT&CK mapDetecteam, ATT&CK map: partialpartialGoogle Security Operations, ATT&CK map: documenteddocumented
Google Security Operations documents moreGap viewDetecteam, Gap view: partialpartialGoogle Security Operations, Gap view: documenteddocumented
Google Security Operations documents moreData sourcesDetecteam, Data sources: not documentednot documentedGoogle Security Operations, Data sources: partialpartial
Google Security Operations documents moreLog source healthDetecteam, Log source health: not documentednot documentedGoogle Security Operations, Log source health: partialpartial
Rule health
Google Security Operations documents moreNoisy rulesDetecteam, Noisy rules: not documentednot documentedGoogle Security Operations, Noisy rules: partialpartial
Google Security Operations documents moreBroken rulesDetecteam, Broken rules: not documentednot documentedGoogle Security Operations, Broken rules: documenteddocumented
Field driftDetecteam, Field drift: not documentednot documentedGoogle Security Operations, Field drift: not documentednot documented
Google Security Operations documents moreRule costDetecteam, Rule cost: not documentednot documentedGoogle Security Operations, Rule cost: documenteddocumented
Google Security Operations documents moreLifecycleDetecteam, Lifecycle: not documentednot documentedGoogle Security Operations, Lifecycle: documenteddocumented
Library
Library countDetecteam, Library count: partialpartialGoogle Security Operations, Library count: partialpartial
Google Security Operations documents moreCommunityDetecteam, Community: not documentednot documentedGoogle Security Operations, Community: documenteddocumented
Google Security Operations documents moreCadenceDetecteam, Cadence: not documentednot documentedGoogle Security Operations, Cadence: partialpartial

documenteddocumentedpartialpartialnot documentednot documented

Sources for the rows that differ

Verdict by buyer type

Which of the two fits each kind of team.

BuyerVerdict
Microsoft Sentinel estateDetecteam is the better fit: it lists Microsoft Sentinel among its targets on its home page (vendor claim); Google Security Operations documents no Sentinel path.
Elastic estateDetecteam is the better fit: it lists Elastic Security among its targets on its home page (vendor claim); Google Security Operations documents no Elastic path.
Splunk estateDetecteam is the better fit: it lists Splunk among its targets on its home page (vendor claim); Google Security Operations documents no Splunk path.
Google SecOps estateGoogle Security Operations is the better fit: it runs the estate natively, with YARA-L rules, a Rules API and a Content Manager CLI; Detecteam lists Google SecOps among its targets on its home page (vendor claim).
a team starting from scratch with SigmaNeither Detecteam nor Google Security Operations documents a path for this buyer, so it does not separate them.

When to pick each

Detecteam: Pick Detecteam when testing matters more to you than testing, where Google Security Operations documents more: it generates attack behaviour data from an ATT&CK scenario library to test detections, with no replay or test format published.

Google Security Operations: Pick Google Security Operations when testing is the deciding need: it tests a rule over a time range, retrohunts against historical data and offers event simulation (pre-GA). It also leads on CI and deployment.

Profiles: Detecteam, Google Security Operations. Alternatives: to Detecteam, to Google Security Operations.