Sigma and pySigma vs SOC Prime
Sigma and pySigma totals 5.50 and SOC Prime totals 5.11 on the 10 point detection-as-code rubric (sources read 2026-11-03 and 2026-11-04). Sigma and pySigma lead by 0.39 points. The pair turns on rule languages: Sigma and pySigma document it in full, and SOC Prime documents it only in part, or as a vendor claim. Neither publishes anything on rule health.
The difference that decides this pair
The largest weighted gap on the rubric is Git-native workflow and CI/CD: Sigma and pySigma scores 6.0 against 4.0 for SOC Prime, which is 0.36 of the 10 point total.
For rule languages, Sigma and pySigma convert one rule to Splunk, Kusto and Elasticsearch (Lucene, ES|QL, EQL) backends through installable plugins, whereas SOC Prime claims 48 Sigma conversion targets on one page and 65 on another, without naming them. sigmahq.io read 2026-11-03 socprime.com read 2026-11-03
Rubric side by side
Sigma and pySigma totals 5.50 and SOC Prime totals 5.11 out of 10.
Rubric criteria for Sigma and pySigma and SOC Prime, scores out of 10. A plus marks a criterion where SOC Prime scores higher, a minus where Sigma and pySigma does.
| Marker | Criterion | Weight | Sigma and pySigma | SOC Prime |
|---|---|---|---|---|
| - | Rule languages and conversion paths | 15 | 8.5 | 8.0 |
| - | Git-native workflow and CI/CD | 18 | 6.0 | 4.0 |
| + | Testing | 15 | 4.0 | 5.0 |
| + | Coverage analytics | 12 | 5.0 | 6.0 |
| + | Rule health | 18 | 2.0 | 3.0 |
| - | Versioning and rollback | 8 | 5.0 | 4.0 |
| - | Content library size and freshness | 8 | 8.0 | 7.0 |
| - | Pricing transparency | 6 | 9.0 | 5.0 |
| Total | 100 | 5.50 | 5.11 |
The 33 capabilities as a diff
Read it as a diff from Sigma and pySigma to SOC Prime: 15 of 33 rows differ. A plus marks a row where SOC Prime documents more (3 rows), a minus a row where Sigma and pySigma documents more (12 rows). Rows with no marker match.
Capability rows for Sigma and pySigma and SOC Prime, grouped. Changed rows are shaded and carry a marker.
| Marker | Capability | Sigma and pySigma | SOC Prime |
|---|---|---|---|
| Languages | |||
| Sigma and pySigma documents more | Sigma native | documented | partial |
| Sigma and pySigma documents more | Sigma conversion | documented | partial |
| Sigma and pySigma documents more | YARA-L | partial | not documented |
| Sigma and pySigma documents more | SPL | documented | not documented |
| Sigma and pySigma documents more | KQL | documented | not documented |
| Sigma and pySigma documents more | EQL or ES|QL | documented | not documented |
| Python | not documented | not documented | |
| Visual builder | not documented | not documented | |
| YARA | not documented | not documented | |
| Sigma and pySigma documents more | Lucene or KQL-like | documented | not documented |
| Source control and CI | |||
| SOC Prime documents more | Git sync | not documented | partial |
| PR deploy | not documented | not documented | |
| Sigma and pySigma documents more | CLI | partial | not documented |
| Rule API | not documented | not documented | |
| CI examples | partial | partial | |
| Env promotion | not documented | not documented | |
| Testing | |||
| Unit tests | not documented | not documented | |
| Replay | not documented | not documented | |
| Synthetic events | not documented | not documented | |
| Backtest reports | not documented | not documented | |
| Test coverage | not documented | not documented | |
| Coverage analytics | |||
| Sigma and pySigma documents more | ATT&CK map | documented | partial |
| SOC Prime documents more | Gap view | not documented | partial |
| SOC Prime documents more | Data sources | not documented | partial |
| Log source health | not documented | not documented | |
| Rule health | |||
| Noisy rules | not documented | not documented | |
| Broken rules | not documented | not documented | |
| Field drift | not documented | not documented | |
| Rule cost | not documented | not documented | |
| Sigma and pySigma documents more | Lifecycle | documented | not documented |
| Library | |||
| Sigma and pySigma documents more | Library count | documented | partial |
| Sigma and pySigma documents more | Community | documented | partial |
| Cadence | partial | partial | |
documentedpartialnot documented
Sources for the rows that differ
- Sigma native (Sigma and pySigma documents more). Sigma and pySigma: documented, Sigma rule format and 'Sigma Rules Specification', including 'Correlations' sigmahq.io read 2026-11-03. SOC Prime: partial, Prime Detect 'Applies Sigma rules to streaming events' (product page) socprime.com read 2026-11-03.
- Sigma conversion (Sigma and pySigma documents more). Sigma and pySigma: documented, pySigma 'Converting Sigma Rules into Queries'; sigma-cli 'sigma convert -t splunk' sigmahq-pysigma.readthedocs.io read 2026-11-03. SOC Prime: partial, Prime Architect: 'Convert Sigma rules into 48 SIEM and platform languages'; platform page says 65 'Sigma translation languages' (counts differ) socprime.com read 2026-11-03.
- YARA-L (Sigma and pySigma documents more). Sigma and pySigma: partial, Google SecOps backend converts to 'UDM searches and YARA-L 2.0 detection rules'; listed with status Development sigmahq.io read 2026-11-03. SOC Prime: not documented, Product pages read do not name this feature; no documentation portal was readable socprime.com read 2026-11-03.
- SPL (Sigma and pySigma documents more). Sigma and pySigma: documented, Splunk backend listed under Backends sigmahq.io read 2026-11-03. SOC Prime: not documented, Product pages read do not name this feature; no documentation portal was readable socprime.com read 2026-11-03.
- KQL (Sigma and pySigma documents more). Sigma and pySigma: documented, 'Kusto' backend: Kusto Query Language (KQL) backend, status Stable sigmahq.io read 2026-11-03. SOC Prime: not documented, Product pages read do not name this feature; no documentation portal was readable socprime.com read 2026-11-03.
- EQL or ES|QL (Sigma and pySigma documents more). Sigma and pySigma: documented, Elasticsearch backend converts to 'Lucene, ES|QL (with correlations) and EQL queries' sigmahq.io read 2026-11-03. SOC Prime: not documented, Product pages read do not name this feature; no documentation portal was readable socprime.com read 2026-11-03.
- Lucene or KQL-like (Sigma and pySigma documents more). Sigma and pySigma: documented, Elasticsearch backend outputs Lucene queries sigmahq.io read 2026-11-03. SOC Prime: not documented, Product pages read do not name this feature; no documentation portal was readable socprime.com read 2026-11-03.
- Git sync (SOC Prime documents more). Sigma and pySigma: not documented, No page read for this platform names this feature raw.githubusercontent.com read 2026-11-03. SOC Prime: partial, Threat Detection Marketplace: 'Source detection rules into SOC Prime repository or your existing ones' (product page) socprime.com read 2026-11-03.
- CLI (Sigma and pySigma documents more). Sigma and pySigma: partial, sigma-cli: convert, list, plugin install; pySigma 'Validating Sigma Rules'; no deploy step sigmahq-pysigma.readthedocs.io read 2026-11-03. SOC Prime: not documented, Product pages read do not name this feature; no documentation portal was readable socprime.com read 2026-11-03.
- ATT&CK map (Sigma and pySigma documents more). Sigma and pySigma: documented, Sigma 'tags' field carries ATT&CK tags per rule raw.githubusercontent.com read 2026-11-03. SOC Prime: partial, Prime Detect: 'Each match carries severity and ATT&CK technique' (product page) socprime.com read 2026-11-03.
- Gap view (SOC Prime documents more). Sigma and pySigma: not documented, No page read for this platform names this feature raw.githubusercontent.com read 2026-11-03. SOC Prime: partial, Threat Detection Marketplace 'SOC Coverage: Track MITRE ATT&CK technique coverage'; 'MITRE ATT&CK Audit' service socprime.com read 2026-11-03.
- Data sources (SOC Prime documents more). Sigma and pySigma: not documented, No page read for this platform names this feature raw.githubusercontent.com read 2026-11-03. SOC Prime: partial, 'SOC Coverage' also tracks 'log source coverage' (product page) socprime.com read 2026-11-03.
- Lifecycle (Sigma and pySigma documents more). Sigma and pySigma: documented, Rule 'status': stable, test, experimental, deprecated, unsupported raw.githubusercontent.com read 2026-11-03. SOC Prime: not documented, Product pages read do not name this feature; no documentation portal was readable socprime.com read 2026-11-03.
- Library count (Sigma and pySigma documents more). Sigma and pySigma: documented, Main repo 'offers more than 3000 detection rules' (SigmaHQ is not a vendor; counted as the maintained library) raw.githubusercontent.com read 2026-11-03. SOC Prime: partial, Marketplace page '750,000+ Detection rules'; platform page '1,000,000+ detections'; Prime Detect '20,000+' (counts differ by page) socprime.com read 2026-11-03.
- Community (Sigma and pySigma documents more). Sigma and pySigma: documented, Community-maintained repo with contribution guide and rule types raw.githubusercontent.com read 2026-11-03. SOC Prime: partial, Uncoder.IO and Roota open-source language are linked from the site; community rule contribution not described socprime.com read 2026-11-03.
Verdict by buyer type
Which of the two fits each kind of team.
| Buyer | Verdict |
|---|---|
| Microsoft Sentinel estate | Sigma and pySigma is the better fit: they convert Sigma to KQL through its Kusto backend, listed as Stable; SOC Prime claims Sigma translation to dozens of languages and names none. |
| Elastic estate | Sigma and pySigma is the better fit: they convert Sigma to Lucene, ES|QL and EQL through its Elasticsearch backend; SOC Prime claims Sigma translation to dozens of languages and names none. |
| Splunk estate | Sigma and pySigma is the better fit: they convert Sigma to SPL through its Splunk backend; SOC Prime claims Sigma translation to dozens of languages and names none. |
| Google SecOps estate | Both document a route: Sigma and pySigma have a Google SecOps backend that its backend list marks as Development, and SOC Prime claims Sigma translation to dozens of languages and names none, so the difference above decides. |
| a team starting from scratch with Sigma | Sigma and pySigma is the better fit: they are the format itself and converts it to Splunk, Kusto and Elasticsearch targets, with no runtime, tests or health checks; SOC Prime claims Sigma conversion to dozens of targets that its pages do not name. |
When to pick each
Sigma and pySigma: Pick Sigma and pySigma when rule languages is the deciding need: they convert one rule to Splunk, Kusto and Elasticsearch (Lucene, ES|QL, EQL) backends through installable plugins. They also lead on versioning and lifecycle.
SOC Prime: Pick SOC Prime when testing is the deciding need: it says Uncoder AI validates translated rules and describes no replay or unit test method.
Profiles: Sigma and pySigma, SOC Prime. Alternatives: to Sigma and pySigma, to SOC Prime.