Hunters vs Panther
Hunters totals 3.44 and Panther totals 6.31 on the 10 point detection-as-code rubric (sources read 2026-11-03 and 2026-11-04). Panther leads by 2.87 points. The pair turns on rule languages: Panther documents it in full, and Hunters 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 3.0 for Hunters, which is 1.08 of the 10 point total.
For rule languages, Panther writes detections in Python and converts Sigma rules with sigma-cli, whereas Hunters names no rule language and normalises data to OCSF. docs.panther.com read 2026-11-03 hunters.security read 2026-11-04
Rubric side by side
Hunters totals 3.44 and Panther totals 6.31 out of 10.
Rubric criteria for Hunters and Panther, scores out of 10. A plus marks a criterion where Panther scores higher, a minus where Hunters does.
| Marker | Criterion | Weight | Hunters | Panther |
|---|---|---|---|---|
| + | Rule languages and conversion paths | 15 | 3.0 | 8.0 |
| + | Git-native workflow and CI/CD | 18 | 3.0 | 9.0 |
| + | Testing | 15 | 4.0 | 8.0 |
| + | Coverage analytics | 12 | 4.0 | 5.0 |
| Rule health | 18 | 3.5 | 3.5 | |
| + | Versioning and rollback | 8 | 3.0 | 6.0 |
| + | Content library size and freshness | 8 | 4.0 | 5.0 |
| Pricing transparency | 6 | 3.0 | 3.0 | |
| Total | 100 | 3.44 | 6.31 |
The 33 capabilities as a diff
Read it as a diff from Hunters to Panther: 17 of 33 rows differ. A plus marks a row where Panther documents more (15 rows), a minus a row where Hunters documents more (2 rows). Rows with no marker match.
Capability rows for Hunters and Panther, grouped. Changed rows are shaded and carry a marker.
| Marker | Capability | Hunters | Panther |
|---|---|---|---|
| Languages | |||
| Sigma native | not documented | not documented | |
| Panther documents more | Sigma conversion | not documented | documented |
| 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 | not documented | documented |
| Panther documents more | Visual builder | partial | documented |
| YARA | not documented | not documented | |
| Panther documents more | Lucene or KQL-like | not documented | partial |
| Source control and CI | |||
| Panther documents more | Git sync | not documented | documented |
| Panther documents more | PR deploy | not documented | documented |
| Panther documents more | CLI | not documented | documented |
| Panther documents more | Rule API | not documented | documented |
| Panther documents more | CI examples | not documented | documented |
| Env promotion | not documented | not documented | |
| Testing | |||
| Panther documents more | Unit tests | not documented | documented |
| Replay | documented | documented | |
| Synthetic events | not documented | not documented | |
| Panther documents more | Backtest reports | not documented | partial |
| Test coverage | not documented | not documented | |
| Coverage analytics | |||
| ATT&CK map | documented | documented | |
| Gap view | documented | documented | |
| Data sources | partial | partial | |
| Log source health | partial | partial | |
| Rule health | |||
| Hunters documents more | Noisy rules | partial | not documented |
| Panther documents more | Broken rules | not documented | documented |
| Panther documents more | Field drift | not documented | partial |
| Panther documents more | Rule cost | not documented | partial |
| Hunters documents more | Lifecycle | partial | not documented |
| Library | |||
| Library count | partial | partial | |
| Panther documents more | Community | not documented | documented |
| Cadence | partial | partial | |
documentedpartialnot documented
Sources for the rows that differ
- Sigma conversion (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: documented, 'Converting Sigma Rules': sigma-cli converts Sigma rules to Panther Simple or Python detections docs.panther.com read 2026-11-03.
- Python (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: documented, 'Writing Python Detections'; rules, policies and scheduled rules docs.panther.com read 2026-11-03.
- Visual builder (Panther documents more). Hunters: partial, 'Create a custom detector': guided Filter and Group By detector modes with 'Test logic'; not described as no-code docs.hunters.ai read 2026-11-03. Panther: documented, 'Using the Simple Detection Builder' and 'AI Detection Builder (Beta)' in the Console docs.panther.com read 2026-11-03.
- Lucene or KQL-like (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: partial, 'PantherFlow (Beta)' is a pipelined query language for search; detection use not confirmed docs.panther.com read 2026-11-03.
- Git sync (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: documented, 'Using panther-analysis' repo setup and 'Setting Up the Panther GitHub App (Beta)' docs.panther.com read 2026-11-03.
- PR deploy (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. 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.
- CLI (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: documented, Panther Analysis Tool commands test, validate, zip, upload, delete docs.panther.com read 2026-11-03.
- Rule API (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: documented, PAT upload and delete use the Panther API; API token required in the CI workflow docs.panther.com read 2026-11-03.
- CI examples (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: documented, Workflow YAML for GitHub Actions and CircleCI; no GitLab CI page in the docs index docs.panther.com read 2026-11-03.
- Unit tests (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. 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.
- Backtest reports (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: partial, Data Replay previews a rule's outcome on real data; saved report not described docs.panther.com read 2026-11-03.
- Noisy rules (Hunters documents more). Hunters: partial, Detectors page shows leads, alerts and clusters per detector and alert enablement overrides docs.hunters.ai read 2026-11-03. Panther: not documented, No page read for this platform names this feature docs.panther.com read 2026-11-03.
- Broken rules (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. 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.
- Field drift (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. 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.
- Rule cost (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. 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.
- Lifecycle (Hunters documents more). Hunters: partial, Detectors page lists detector 'status' and alert enabled settings; no deprecation states docs.hunters.ai read 2026-11-03. Panther: not documented, No page read for this platform names this feature docs.panther.com read 2026-11-03.
- Community (Panther documents more). Hunters: not documented, No page read for this platform names this feature docs.hunters.ai read 2026-11-03. Panther: documented, panther-analysis README: all detections developed by the Panther Team and the Community, contributing guidelines raw.githubusercontent.com read 2026-11-03.
Verdict by buyer type
Which of the two fits each kind of team.
| Buyer | Verdict |
|---|---|
| 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; Hunters documents no Sigma path. |
| Microsoft Sentinel estate | Neither Hunters nor Panther documents a path for this buyer, so it does not separate them. |
| Elastic estate | Neither Hunters nor Panther documents a path for this buyer, so it does not separate them. |
When to pick each
Hunters: Pick Hunters when coverage analytics matters more to you than testing, where Panther documents more: it draws a Threat Coverage map on ATT&CK v14 with uncovered techniques in gray.
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.
Profiles: Hunters, Panther. Alternatives: to Hunters, to Panther.