Detection as Code

Google Security Operations

Google Security Operations scores 6.83 of 10, third of the 12 profiled, 0.77 behind Elastic and 0.52 ahead of Panther. Its docs show YARA-L rules, a Rules API with revisions, a Content Manager CLI and retrohunt on historical logs. Pricing pages returned 404 on both paths tried, which costs points.

Rubric total
6.83 of 10, third of 14 scored, third of 12 profiled
Matrix score
15.0 of 33 (11 documented, 8 partial, 14 not documented)
Rule health
3 documented, 1 partial of 5 matrix rule-health columns
Ownership
Part of a larger company, Alphabet Inc. (Google Cloud). Chronicle is the former name of Google Security Operations.. Google Cloud announced the acquisition of Siemplify (SOAR) in a blog post by Sunil Potti dated 2022-01-04 and said it intended to integrate Siemplify capabilities into Chronicle. The post says Google 'has acquired' Siemplify and gives no completion date. The separate completion post (google-cloud-completes-acquisition-of-siemplify) returned HTTP 404 on 2026-11-03. cloud.google.com read 2026-11-04
Website
cloud.google.com

What Google Security Operations is

Google Security Operations is the current name of the Chronicle SIEM, with SOAR (formerly Siemplify) alongside it (Google Cloud docs, read 2026-11-03). Detections are rules written in YARA-L 2.0 over the Unified Data Model. The YARA-L examples page (https://docs.cloud.google.com/chronicle/docs/yara-l/yara-l-2-0-examples, read 2026-11-04) shows YARA-L 2.0 as the query language for rules, and shows the same syntax as unaggregated and statistical searches and as dashboard queries. It also shows rules checking a user against a reference list. It does not name another rule language, and it does not say whether Google SecOps offers one.

The detection-as-code path is a Rules API with revisions plus the Content Manager CLI in the chronicle/detection-rules community repository, which Google says is distinct from Curated Detections (GitHub README, read 2026-11-03). The main detection-as-code docs page returned 404 on 2026-11-04, so the pipeline detail here comes from the README and a Google community blog post.

Vendor description: Cloud security operations platform that combines a SIEM (log ingestion, search, YARA-L detections), SOAR (playbooks and case management, from the Siemplify acquisition) and threat intelligence. Gemini features assist with search, rule and playbook authoring and case summaries. Formerly named Chronicle. cloud.google.com read 2026-11-04 vendor claim

How Google Security Operations scores on the rubric

6.83 of 10 across eight weighted criteria. Each score has its reason and the page it was read from. The rubric explains the bands.

Rule languages and convers..7.0Git-native workflow and CI..8.0Testing8.0Coverage analytics4.0Rule health8.0Versioning and rollback8.0Content library size and f..5.0Pricing transparency3.0

Google Security Operations on the eight rubric criteria. Part = weight times score over 100; the parts sum to the total.

CriterionWeightScoreStatusReason and source
Rule languages and conversion paths157.0partialYARA-L 2.0 is documented in depth (meta, events, match, outcome, condition); the examples page names no other rule language and no Sigma conversion path. docs.cloud.google.com read 2026-11-03
Git-native workflow and CI/CD188.0documentedRules API (create, patch, list, revisions) plus a Content Manager CLI in the community repo; a Google community post describes a scheduled GitHub Actions workflow committing .yaral files. The main detection-as-code docs page returned 404. docs.cloud.google.com read 2026-11-04 github.com read 2026-11-04 security.googlecloudcommunity.com read 2026-11-03
Testing158.0documentedRetrohunt runs a rule against historical logs and the Content Manager CLI has test and verify commands; part 2 of the community post on testing was not read. docs.cloud.google.com read 2026-11-04 security.googlecloudcommunity.com read 2026-11-03
Coverage analytics124.0not documentedNo ATT&CK coverage view was read in this session. docs.cloud.google.com read 2026-11-04
Rule health188.0documentedRules show Enabled or Disabled, Limited or Paused states, rules capacity and a Detections Health Dashboard, with per-rule daily counts and a four-week trend. docs.cloud.google.com read 2026-11-04 docs.cloud.google.com read 2026-11-04
Versioning and rollback88.0documentedA new revision is created whenever rule text changes, with listRevisions and etag concurrency control. docs.cloud.google.com read 2026-11-04
Content library size and freshness85.0partialCommunity repo gives no rule count and curated detections were not read. github.com read 2026-11-04
Pricing transparency63.0not documentedPricing pages returned 404 on both paths tried. cloud.google.com read 2026-11-03
Total, of 101006.83Sum of the eight parts: 1.05 + 1.44 + 1.20 + 0.48 + 1.44 + 0.64 + 0.40 + 0.18

The 33 capabilities for Google Security Operations

Languages: 1 documented, 0 partial of 10
Google Security Operations, Sigma native: not documentedGoogle Security Operations, Sigma conversion: not documentedGoogle Security Operations, YARA-L: documentedGoogle Security Operations, SPL: not documentedGoogle Security Operations, KQL: not documentedGoogle Security Operations, EQL or ES|QL: not documentedGoogle Security Operations, Python: not documentedGoogle Security Operations, Visual builder: not documentedGoogle Security Operations, YARA: not documentedGoogle Security Operations, Lucene or KQL-like: not documented
Source control and CI: 3 documented, 1 partial of 6
Google Security Operations, Git sync: documentedGoogle Security Operations, PR deploy: partialGoogle Security Operations, CLI: documentedGoogle Security Operations, Rule API: documentedGoogle Security Operations, CI examples: not documentedGoogle Security Operations, Env promotion: not documented
Testing: 1 documented, 2 partial of 5
Google Security Operations, Unit tests: not documentedGoogle Security Operations, Replay: documentedGoogle Security Operations, Synthetic events: partialGoogle Security Operations, Backtest reports: partialGoogle Security Operations, Test coverage: not documented
Coverage analytics: 2 documented, 2 partial of 4
Google Security Operations, ATT&CK map: documentedGoogle Security Operations, Gap view: documentedGoogle Security Operations, Data sources: partialGoogle Security Operations, Log source health: partial
Rule health: 3 documented, 1 partial of 5
Google Security Operations, Noisy rules: partialGoogle Security Operations, Broken rules: documentedGoogle Security Operations, Field drift: not documentedGoogle Security Operations, Rule cost: documentedGoogle Security Operations, Lifecycle: documented
Library: 1 documented, 2 partial of 3
Google Security Operations, Library count: partialGoogle Security Operations, Community: documentedGoogle Security Operations, Cadence: partial

documenteddocumentedpartialpartialnot documentednot documented

Notes and sources for each cell are on the group pages: Languages, Source control and CI, Testing, Coverage analytics, Rule health, Library.

Where Google Security Operations is strong

Where Google Security Operations is behind

What only Google Security Operations publishes

The chronicle/detection-rules repository holds YARA-L examples under rules/community and a content manager CLI, and its README says they are distinct from Curated Detections. github.com read 2026-11-03

Pricing as published for Google Security Operations

Sold in packages (Standard, Enterprise, Enterprise Plus) and based on ingestion, with one year of security telemetry retention included. No price is published for any package; each says 'Contact sales for pricing'. cloud.google.com read 2026-11-04

Named customers of Google Security Operations

Names below are as the source page lists them.

Customers named on public pages. Every name is a vendor claim from the page cited in its row.

CustomerSource
BBVA (logo on product page)cloud.google.com read 2026-11-04
Morgan Sindall (logo on product page)cloud.google.com read 2026-11-04
Groupon (logo on product page)cloud.google.com read 2026-11-04
Telefonica (logo on product page)cloud.google.com read 2026-11-04
Vertiv (logo on product page)cloud.google.com read 2026-11-04
Jack Henry (logo on product page)cloud.google.com read 2026-11-04
Kroger (logo on product page)cloud.google.com read 2026-11-04
Telepass (logo on product page)cloud.google.com read 2026-11-04
Charles Schwab (logo on product page)cloud.google.com read 2026-11-04
Herjavec (logo on product page)cloud.google.com read 2026-11-04
Pfizer (quoted: Mark Ruiz, Head of Cybersecurity Analytics)cloud.google.com read 2026-11-04
Apex Fintech Solutions (quoted: Hector Pena, Senior Director of Information Security)cloud.google.com read 2026-11-04
Etsy (customer story video linked from product page)cloud.google.com read 2026-11-04

Recent releases and news for Google Security Operations

Claims Google Security Operations makes about itself

Each figure is the vendor's. The evidence grade is defined on the rubric page: A measured by a third party with the method published, B vendor-measured with sample and method, C vendor figure with no method, D figure with no source.

Vendor claims with the evidence grade and who measured.

ClaimGradeMeasured bySource
Vertiv CISO: with Google Security Operations, logging about 22 times the data, seeing three times the events and closing investigations in half the time, versus a traditional SIEM that needed five to seven people vendor claimCcustomercloud.google.com read 2026-11-04
Apex Fintech Solutions: time to detect and time to investigate reduced from 2 hours to about 15 to 30 minutes vendor claimCcustomercloud.google.com read 2026-11-04
Forrester Consulting study: customers cite 240 percent ROI with Google Security Operations vendor claimCanalystcloud.google.com read 2026-11-04

Shortlist Google Security Operations when

Verdict on Google Security Operations

Third of 12 at 6.83, in no band: 0.77 behind Elastic and 0.52 ahead of Panther, with pricing and library size unread.

Compare Google Security Operations

Alternatives to Google Security Operations. Head-to-head diffs: SOC Prime, Anvilogic, Panther, Sigma and pySigma, Detecteam, Elastic Security, Splunk Enterprise Security (Cisco), Sekoia.io, Hunters, Microsoft Sentinel, Mate Security.