Panther vs SOC Prime
Panther totals 6.31 and SOC Prime totals 5.11 on the 10 point detection-as-code rubric (sources read 2026-11-03 and 2026-11-04). Panther leads by 1.20 points. The pair turns on CI and deployment: Panther documents it in full, and SOC Prime 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: Panther scores 9.0 against 4.0 for SOC Prime, which is 0.90 of the 10 point total.
Panther runs lint and test in a GitHub Actions workflow and deploys with CircleCI or GitHub Actions, while no git sync, CLI or pipeline steps could be read for SOC Prime, whose docs host did not resolve in the scoring session. docs.panther.com read 2026-11-04 socprime.com read 2026-11-03
Rubric side by side
Panther totals 6.31 and SOC Prime totals 5.11 out of 10.
Rubric criteria for Panther and SOC Prime, scores out of 10. A plus marks a criterion where SOC Prime scores higher, a minus where Panther does.
| Marker | Criterion | Weight | Panther | SOC Prime |
|---|---|---|---|---|
| Rule languages and conversion paths | 15 | 8.0 | 8.0 | |
| - | Git-native workflow and CI/CD | 18 | 9.0 | 4.0 |
| - | Testing | 15 | 8.0 | 5.0 |
| + | Coverage analytics | 12 | 5.0 | 6.0 |
| - | Rule health | 18 | 3.5 | 3.0 |
| - | Versioning and rollback | 8 | 6.0 | 4.0 |
| + | Content library size and freshness | 8 | 5.0 | 7.0 |
| + | Pricing transparency | 6 | 3.0 | 5.0 |
| Total | 100 | 6.31 | 5.11 |
The 33 capabilities as a diff
Read it as a diff from Panther to SOC Prime: 20 of 33 rows differ. A plus marks a row where SOC Prime documents more (1 row), a minus a row where Panther documents more (19 rows). Rows with no marker match.
Capability rows for Panther and SOC Prime, grouped. Changed rows are shaded and carry a marker.
| Marker | Capability | Panther | SOC Prime |
|---|---|---|---|
| Languages | |||
| SOC Prime documents more | Sigma native | not documented | partial |
| Panther documents more | Sigma conversion | documented | partial |
| YARA-L | not documented | not documented | |
| SPL | not documented | not documented | |
| KQL | not documented | not documented | |
| EQL or ES|QL | not documented | not documented | |
| Panther documents more | Python | documented | not documented |
| Panther documents more | Visual builder | documented | not documented |
| YARA | not documented | not documented | |
| Panther documents more | Lucene or KQL-like | partial | not documented |
| Source control and CI | |||
| Panther documents more | Git sync | documented | partial |
| Panther documents more | PR deploy | documented | not documented |
| Panther documents more | CLI | documented | not documented |
| Panther documents more | Rule API | documented | not documented |
| Panther documents more | CI examples | documented | partial |
| Env promotion | not documented | not documented | |
| Testing | |||
| Panther documents more | Unit tests | documented | not documented |
| Panther documents more | Replay | documented | not documented |
| Synthetic events | not documented | not documented | |
| Panther documents more | Backtest reports | partial | not documented |
| Test coverage | not documented | not documented | |
| Coverage analytics | |||
| Panther documents more | ATT&CK map | documented | partial |
| Panther documents more | Gap view | documented | partial |
| Data sources | partial | partial | |
| Panther documents more | Log source health | partial | not documented |
| Rule health | |||
| Noisy rules | not documented | not documented | |
| Panther documents more | Broken rules | documented | not documented |
| Panther documents more | Field drift | partial | not documented |
| Panther documents more | Rule cost | partial | not documented |
| Lifecycle | not documented | not documented | |
| Library | |||
| Library count | partial | partial | |
| Panther documents more | Community | documented | partial |
| Cadence | partial | partial | |
documentedpartialnot documented
Sources for the rows that differ
- Sigma native (SOC Prime documents more). Panther: not documented, No page read for this platform names this feature docs.panther.com 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 (Panther documents more). Panther: documented, 'Converting Sigma Rules': sigma-cli converts Sigma rules to Panther Simple or Python detections docs.panther.com 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.
- Python (Panther documents more). Panther: documented, 'Writing Python Detections'; rules, policies and scheduled rules docs.panther.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.
- Visual builder (Panther documents more). Panther: documented, 'Using the Simple Detection Builder' and 'AI Detection Builder (Beta)' in the Console docs.panther.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.
- Lucene or KQL-like (Panther documents more). Panther: partial, 'PantherFlow (Beta)' is a pipelined query language for search; detection use not confirmed docs.panther.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.
- Git sync (Panther documents more). Panther: documented, 'Using panther-analysis' repo setup and 'Setting Up the Panther GitHub App (Beta)' docs.panther.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.
- PR deploy (Panther documents more). Panther: documented, 'Managing Panther Content via GitHub Actions': automate testing and upload from the repo to the Console docs.panther.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.
- CLI (Panther documents more). Panther: documented, Panther Analysis Tool commands test, validate, zip, upload, delete docs.panther.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.
- Rule API (Panther documents more). Panther: documented, PAT upload and delete use the Panther API; API token required in the CI workflow docs.panther.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.
- CI examples (Panther documents more). Panther: documented, Workflow YAML for GitHub Actions and CircleCI; no GitLab CI page in the docs index docs.panther.com read 2026-11-03. SOC Prime: partial, Platform page lists 'adapt CI/CD workflows' as a benefit; no workflow shown socprime.com read 2026-11-03.
- Unit tests (Panther documents more). Panther: documented, 'Testing': unit tests with test events and expected alert outcome; Panther sets no minimum number of tests docs.panther.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.
- Replay (Panther documents more). Panther: documented, 'Data Replay (Beta)': test rules against historical log data before enabling docs.panther.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.
- Backtest reports (Panther documents more). Panther: partial, Data Replay previews a rule's outcome on real data; saved report not described docs.panther.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.
- ATT&CK map (Panther documents more). Panther: documented, 'Framework Mapping and MITRE ATT&CK Matrix': map detections to ATT&CK docs.panther.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 (Panther documents more). Panther: documented, MITRE ATT&CK tab on the Dashboard shows Covered, Partially Covered, Not Relevant per technique docs.panther.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.
- Log source health (Panther documents more). Panther: partial, 'Monitoring Log Sources' shows unhealthy sources and drop-off alarms; not linked to the rules that use them docs.panther.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.
- Broken rules (Panther documents more). Panther: documented, 'Rule errors and scheduled rule errors' raised when detection code raises or a scheduled rule runs over 15 seconds docs.panther.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.
- Field drift (Panther documents more). Panther: partial, System Errors include 'Log Classification Errors' for logs that fail schemas; not tied to rule fields docs.panther.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.
- Rule cost (Panther documents more). Panther: partial, PAT 'benchmark' performance-tests one rule against a log type before deploy; no runtime telemetry described docs.panther.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.
- Community (Panther documents more). Panther: documented, panther-analysis README: all detections developed by the Panther Team and the Community, contributing guidelines 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 | SOC Prime is the only one of the pair with any stated route: it claims Sigma translation to dozens of languages and names none; Panther documents no Sentinel path. |
| Elastic estate | SOC Prime is the only one of the pair with any stated route: it claims Sigma translation to dozens of languages and names none; Panther documents no Elastic path. |
| Splunk estate | SOC Prime is the only one of the pair with any stated route: it claims Sigma translation to dozens of languages and names none; Panther documents no Splunk path. |
| Google SecOps estate | SOC Prime is the only one of the pair with any stated route: it claims Sigma translation to dozens of languages and names none; Panther documents no Google SecOps path. |
| a team starting from scratch with Sigma | Panther is the better fit: it converts Sigma with sigma-cli into Python or Simple detections and tests them in CI; SOC Prime claims Sigma conversion to dozens of targets that its pages do not name. |
When to pick each
Panther: Pick Panther when testing is the deciding need: it runs per-detection unit tests with panther_analysis_tool test and previews a rule on stored logs with Data Replay (Beta). It also leads on CI and deployment.
SOC Prime: Pick SOC Prime when content library size matters more to you than testing, where Panther documents more: its marketplace claims 750,000+ rules on one page and 1M+ on the homepage, a conflict, and it says Uncoder AI validates translated rules.
Profiles: Panther, SOC Prime. Alternatives: to Panther, to SOC Prime.