Detection as Code

Elastic Security vs Google Security Operations

Elastic Security totals 7.60 and Google Security Operations totals 6.83 on the 10 point detection-as-code rubric (sources read 2026-11-03 and 2026-11-04). Elastic Security leads by 0.77 points. The pair turns on content library size: Elastic Security documents it in full, and Google Security Operations documents it only in part, or as a vendor claim.

The difference that decides this pair

The largest weighted gap on the rubric is content library size and freshness: Elastic Security scores 9.0 against 5.0 for Google Security Operations, which is 0.32 of the 10 point total.

Elastic Security's monthly scoring post covers 1,781 prebuilt rules, though its security page separately says over 1,300, while the Google Security Operations community repo gives no rule count and its curated detections were not read. elastic.co read 2026-11-03 github.com read 2026-11-04

Rubric side by side

Elastic Security totals 7.60 and Google Security Operations totals 6.83 out of 10.

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

MarkerCriterionWeightElastic SecurityGoogle Security Operations
Rule languages and conversion paths157.07.0
Git-native workflow and CI/CD188.08.0
+Testing157.08.0
-Coverage analytics125.04.0
-Rule health189.08.0
Versioning and rollback88.08.0
-Content library size and freshness89.05.0
-Pricing transparency68.03.0
Total1007.606.83

The 33 capabilities as a diff

Read it as a diff from Elastic Security to Google Security Operations: 11 of 33 rows differ. A plus marks a row where Google Security Operations documents more (5 rows), a minus a row where Elastic Security documents more (6 rows). Rows with no marker match.

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

MarkerCapabilityElastic SecurityGoogle Security Operations
Languages
Sigma nativeElastic Security, Sigma native: not documentednot documentedGoogle Security Operations, Sigma native: not documentednot documented
Sigma conversionElastic Security, Sigma conversion: not documentednot documentedGoogle Security Operations, Sigma conversion: not documentednot documented
Google Security Operations documents moreYARA-LElastic Security, YARA-L: not documentednot documentedGoogle Security Operations, YARA-L: documenteddocumented
SPLElastic Security, SPL: not documentednot documentedGoogle Security Operations, SPL: not documentednot documented
KQLElastic Security, KQL: not documentednot documentedGoogle Security Operations, KQL: not documentednot documented
Elastic Security documents moreEQL or ES|QLElastic Security, EQL or ES|QL: documenteddocumentedGoogle Security Operations, EQL or ES|QL: not documentednot documented
PythonElastic Security, Python: not documentednot documentedGoogle Security Operations, Python: not documentednot documented
Visual builderElastic Security, Visual builder: not documentednot documentedGoogle Security Operations, Visual builder: not documentednot documented
YARAElastic Security, YARA: not documentednot documentedGoogle Security Operations, YARA: not documentednot documented
Elastic Security documents moreLucene or KQL-likeElastic Security, Lucene or KQL-like: documenteddocumentedGoogle Security Operations, Lucene or KQL-like: not documentednot documented
Source control and CI
Git syncElastic Security, Git sync: documenteddocumentedGoogle Security Operations, Git sync: documenteddocumented
PR deployElastic Security, PR deploy: partialpartialGoogle Security Operations, PR deploy: partialpartial
CLIElastic Security, CLI: documenteddocumentedGoogle Security Operations, CLI: documenteddocumented
Rule APIElastic Security, Rule API: documenteddocumentedGoogle Security Operations, Rule API: documenteddocumented
Elastic Security documents moreCI examplesElastic Security, CI examples: partialpartialGoogle Security Operations, CI examples: not documentednot documented
Elastic Security documents moreEnv promotionElastic Security, Env promotion: partialpartialGoogle Security Operations, Env promotion: not documentednot documented
Testing
Elastic Security documents moreUnit testsElastic Security, Unit tests: documenteddocumentedGoogle Security Operations, Unit tests: not documentednot documented
ReplayElastic Security, Replay: documenteddocumentedGoogle Security Operations, Replay: documenteddocumented
Synthetic eventsElastic Security, Synthetic events: partialpartialGoogle Security Operations, Synthetic events: partialpartial
Google Security Operations documents moreBacktest reportsElastic Security, Backtest reports: not documentednot documentedGoogle Security Operations, Backtest reports: partialpartial
Test coverageElastic Security, Test coverage: not documentednot documentedGoogle Security Operations, Test coverage: not documentednot documented
Coverage analytics
ATT&CK mapElastic Security, ATT&CK map: documenteddocumentedGoogle Security Operations, ATT&CK map: documenteddocumented
Gap viewElastic Security, Gap view: documenteddocumentedGoogle Security Operations, Gap view: documenteddocumented
Data sourcesElastic Security, Data sources: partialpartialGoogle Security Operations, Data sources: partialpartial
Log source healthElastic Security, Log source health: partialpartialGoogle Security Operations, Log source health: partialpartial
Rule health
Google Security Operations documents moreNoisy rulesElastic Security, Noisy rules: not documentednot documentedGoogle Security Operations, Noisy rules: partialpartial
Broken rulesElastic Security, Broken rules: documenteddocumentedGoogle Security Operations, Broken rules: documenteddocumented
Elastic Security documents moreField driftElastic Security, Field drift: partialpartialGoogle Security Operations, Field drift: not documentednot documented
Rule costElastic Security, Rule cost: documenteddocumentedGoogle Security Operations, Rule cost: documenteddocumented
Google Security Operations documents moreLifecycleElastic Security, Lifecycle: partialpartialGoogle Security Operations, Lifecycle: documenteddocumented
Library
Library countElastic Security, Library count: partialpartialGoogle Security Operations, Library count: partialpartial
Google Security Operations documents moreCommunityElastic Security, Community: partialpartialGoogle Security Operations, Community: documenteddocumented
CadenceElastic Security, Cadence: partialpartialGoogle 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
Elastic estateElastic Security is the better fit: it runs the estate natively and ships a detection_rules CLI for rules as TOML files; Google Security Operations documents no Elastic 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; Elastic Security documents no Google SecOps path.
a team starting from scratch with SigmaNeither Elastic Security nor Google Security Operations documents a path for this buyer, so it does not separate them.

When to pick each

Elastic Security: Pick Elastic Security when content library size is the deciding need: its monthly scoring post covers 1,781 prebuilt rules, though its security page says over 1,300. It also leads on pricing transparency.

Google Security Operations: Pick Google Security Operations when testing matters more to you than library size, where Elastic Security documents more: it tests a rule over a time range, retrohunts against historical data and offers event simulation (pre-GA).

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