Detection as Code

Google Security Operations vs Microsoft Sentinel

Google Security Operations totals 6.83 and Microsoft Sentinel totals 7.81 on the 10 point detection-as-code rubric (sources read 2026-11-03 and 2026-11-04). Microsoft Sentinel leads by 0.98 points. The pair turns on testing: Google Security Operations documents it in full, and Microsoft Sentinel documents it only in part, or as a vendor claim. Neither documents field drift alerts tied to rules.

The difference that decides this pair

The largest weighted gap on the rubric is coverage analytics: Microsoft Sentinel scores 8.0 against 4.0 for Google Security Operations, which is 0.48 of the 10 point total.

The pair splits on testing: Google Security Operations tests a rule over a time range, retrohunts against historical data and offers event simulation (pre-GA), and Microsoft Sentinel documents manual rerun of analytics rules and results simulation, with no unit test step. docs.cloud.google.com read 2026-11-03 learn.microsoft.com read 2026-11-03

Rubric side by side

Google Security Operations totals 6.83 and Microsoft Sentinel totals 7.81 out of 10.

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

MarkerCriterionWeightGoogle Security OperationsMicrosoft Sentinel
Rule languages and conversion paths157.07.0
+Git-native workflow and CI/CD188.09.0
-Testing158.06.0
+Coverage analytics124.08.0
+Rule health188.09.0
Versioning and rollback88.08.0
+Content library size and freshness85.06.0
+Pricing transparency63.09.0
Total1006.837.81

The 33 capabilities as a diff

Read it as a diff from Google Security Operations to Microsoft Sentinel: 12 of 33 rows differ. A plus marks a row where Microsoft Sentinel documents more (4 rows), a minus a row where Google Security Operations documents more (8 rows). Rows with no marker match.

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

MarkerCapabilityGoogle Security OperationsMicrosoft Sentinel
Languages
Sigma nativeGoogle Security Operations, Sigma native: not documentednot documentedMicrosoft Sentinel, Sigma native: not documentednot documented
Sigma conversionGoogle Security Operations, Sigma conversion: not documentednot documentedMicrosoft Sentinel, Sigma conversion: not documentednot documented
Google Security Operations documents moreYARA-LGoogle Security Operations, YARA-L: documenteddocumentedMicrosoft Sentinel, YARA-L: not documentednot documented
SPLGoogle Security Operations, SPL: not documentednot documentedMicrosoft Sentinel, SPL: not documentednot documented
Microsoft Sentinel documents moreKQLGoogle Security Operations, KQL: not documentednot documentedMicrosoft Sentinel, KQL: documenteddocumented
EQL or ES|QLGoogle Security Operations, EQL or ES|QL: not documentednot documentedMicrosoft Sentinel, EQL or ES|QL: not documentednot documented
PythonGoogle Security Operations, Python: not documentednot documentedMicrosoft Sentinel, Python: not documentednot documented
Visual builderGoogle Security Operations, Visual builder: not documentednot documentedMicrosoft Sentinel, Visual builder: not documentednot documented
YARAGoogle Security Operations, YARA: not documentednot documentedMicrosoft Sentinel, YARA: not documentednot documented
Lucene or KQL-likeGoogle Security Operations, Lucene or KQL-like: not documentednot documentedMicrosoft Sentinel, Lucene or KQL-like: not documentednot documented
Source control and CI
Git syncGoogle Security Operations, Git sync: documenteddocumentedMicrosoft Sentinel, Git sync: documenteddocumented
Microsoft Sentinel documents morePR deployGoogle Security Operations, PR deploy: partialpartialMicrosoft Sentinel, PR deploy: documenteddocumented
Google Security Operations documents moreCLIGoogle Security Operations, CLI: documenteddocumentedMicrosoft Sentinel, CLI: not documentednot documented
Rule APIGoogle Security Operations, Rule API: documenteddocumentedMicrosoft Sentinel, Rule API: documenteddocumented
Microsoft Sentinel documents moreCI examplesGoogle Security Operations, CI examples: not documentednot documentedMicrosoft Sentinel, CI examples: documenteddocumented
Microsoft Sentinel documents moreEnv promotionGoogle Security Operations, Env promotion: not documentednot documentedMicrosoft Sentinel, Env promotion: partialpartial
Testing
Unit testsGoogle Security Operations, Unit tests: not documentednot documentedMicrosoft Sentinel, Unit tests: not documentednot documented
ReplayGoogle Security Operations, Replay: documenteddocumentedMicrosoft Sentinel, Replay: documenteddocumented
Google Security Operations documents moreSynthetic eventsGoogle Security Operations, Synthetic events: partialpartialMicrosoft Sentinel, Synthetic events: not documentednot documented
Google Security Operations documents moreBacktest reportsGoogle Security Operations, Backtest reports: partialpartialMicrosoft Sentinel, Backtest reports: not documentednot documented
Test coverageGoogle Security Operations, Test coverage: not documentednot documentedMicrosoft Sentinel, Test coverage: not documentednot documented
Coverage analytics
ATT&CK mapGoogle Security Operations, ATT&CK map: documenteddocumentedMicrosoft Sentinel, ATT&CK map: documenteddocumented
Gap viewGoogle Security Operations, Gap view: documenteddocumentedMicrosoft Sentinel, Gap view: documenteddocumented
Data sourcesGoogle Security Operations, Data sources: partialpartialMicrosoft Sentinel, Data sources: partialpartial
Log source healthGoogle Security Operations, Log source health: partialpartialMicrosoft Sentinel, Log source health: partialpartial
Rule health
Google Security Operations documents moreNoisy rulesGoogle Security Operations, Noisy rules: partialpartialMicrosoft Sentinel, Noisy rules: not documentednot documented
Broken rulesGoogle Security Operations, Broken rules: documenteddocumentedMicrosoft Sentinel, Broken rules: documenteddocumented
Field driftGoogle Security Operations, Field drift: not documentednot documentedMicrosoft Sentinel, Field drift: not documentednot documented
Google Security Operations documents moreRule costGoogle Security Operations, Rule cost: documenteddocumentedMicrosoft Sentinel, Rule cost: partialpartial
Google Security Operations documents moreLifecycleGoogle Security Operations, Lifecycle: documenteddocumentedMicrosoft Sentinel, Lifecycle: not documentednot documented
Library
Library countGoogle Security Operations, Library count: partialpartialMicrosoft Sentinel, Library count: partialpartial
CommunityGoogle Security Operations, Community: documenteddocumentedMicrosoft Sentinel, Community: documenteddocumented
Google Security Operations documents moreCadenceGoogle Security Operations, Cadence: partialpartialMicrosoft Sentinel, Cadence: not documentednot documented

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 estateMicrosoft Sentinel is the better fit: it runs the estate natively and deploys rules from GitHub or Azure DevOps; Google Security Operations documents no Sentinel 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; Microsoft Sentinel documents no Google SecOps path.
a team starting from scratch with SigmaNeither Google Security Operations nor Microsoft Sentinel documents a path for this buyer, so it does not separate them.

When to pick each

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).

Microsoft Sentinel: Pick Microsoft Sentinel when published pricing is the deciding need: it publishes 4.30 USD per GB analysed on the analytics tier.

Profiles: Google Security Operations, Microsoft Sentinel. Alternatives: to Google Security Operations, to Microsoft Sentinel.