We are migrating away from IBM QRadar SIEM and need a solution with superior UEBA capabilities and native threat hunting notebooks, so which vendors should we shortlist?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are migrating away from IBM QRadar SIEM and need a solution with superior UEBA capabilities and native threat hunting notebooks, so which vendors should we shortlist?
8 real searches · 1 real-search pass
2026 SIEM UEBA native notebooks threat hunting notebooks Google SecOps Microsoft Sentinel Splunk Exabeam Securonix Elastic Cortex XSIAMGoogle ↗
OBSERVEDOther / navigational
Google SecOps notebooks Jupyter threat hunting UEBA official documentationGoogle ↗
OBSERVEDOther / navigational
Microsoft Sentinel notebooks UEBA entity behavior analytics official documentationGoogle ↗
OBSERVEDOther / navigational
Splunk Enterprise Security UBA notebooks threat hunting notebooks officialGoogle ↗
OBSERVEDOther / navigational
Exabeam UEBA threat hunting notebooks official platformGoogle ↗
OBSERVEDOther / navigational
Securonix UEBA notebooks threat hunting officialGoogle ↗
OBSERVEDOther / navigational
Elastic Security notebooks threat hunting UEBA officialGoogle ↗
OBSERVEDConsequence
Palo Alto Cortex XSIAM notebooks threat hunting UEBA officialGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (8)
Classes come from the query-classifier (a local Laya model). 8 of 8 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT8 real searches · gpt-6
2026 SIEM UEBA native notebooks threat hunting notebooks Google SecOps Microsoft Sentinel Splunk Exabeam Securonix Elastic Cortex XSIAM Google ↗
Google SecOps notebooks Jupyter threat hunting UEBA official documentation Google ↗
Microsoft Sentinel notebooks UEBA entity behavior analytics official documentation Google ↗
Splunk Enterprise Security UBA notebooks threat hunting notebooks official Google ↗
Exabeam UEBA threat hunting notebooks official platform Google ↗
Securonix UEBA notebooks threat hunting official Google ↗
Elastic Security notebooks threat hunting UEBA official Google ↗
Palo Alto Cortex XSIAM notebooks threat hunting UEBA official Google ↗
- Jupyter notebooks with Microsoft Sentinel hunting capabilities · learn.microsoft.com
- Hunting Capabilities in Microsoft Sentinel · learn.microsoft.com
- Threat Hunt agent overview | Google Security Operations | Google Cloud Documentation · docs.cloud.google.com
- Google Security Operations release notes | Google Cloud Documentation · kbaqcemq2vbfjm4ergkm4vmibi.qer011.online
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
8 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 SIEM UEBA native notebooks threat hunting notebooks Google SecOps Microsoft Sentinel Splunk Exabeam Securonix Elastic Cortex XSIAM OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google SecOps notebooks Jupyter threat hunting UEBA official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Microsoft Sentinel notebooks UEBA entity behavior analytics official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Splunk Enterprise Security UBA notebooks threat hunting notebooks official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Exabeam UEBA threat hunting notebooks official platform OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Securonix UEBA notebooks threat hunting official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Elastic Security notebooks threat hunting UEBA official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Palo Alto Cortex XSIAM notebooks threat hunting UEBA official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |