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Best Security Analytics Software

What 10 leading AI models recommend

Top Recommendations

#1

Splunk

Mentioned by
10/10
models
Average rank: 1.2
Gemini FGemini Pclaude-sonnet-4.5+7 more
#2

Microsoft Sentinel

Mentioned by
8/10
models
Average rank: 2.1
Gemini Pclaude-sonnet-4.5claude-opus-4.5+5 more
#3

Elastic Security

Mentioned by
7/10
models
Average rank: 4.7
Gemini Fclaude-sonnet-4.5claude-opus-4.5+4 more
#4

Exabeam

Mentioned by
7/10
models
Average rank: 6.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5+4 more
#5

Microsoft

Mentioned by
5/10
models
Average rank: 1.6
Gemini FGemini Pgpt-5.1+2 more
#6

IBM QRadar

Mentioned by
5/10
models
Average rank: 2.8
claude-sonnet-4.5gpt-4o-minillama-3.3-70b-instruct:free+2 more

What Each AI Model Says

G

Gemini 2.5 Pro

  1. 1Microsoft Sentinel+
?

llama-3.3-70b-instruct:free

  1. 2IBM QRadar+
  2. 4McAfee Enterprise Security Manager+
  3. 5RSA NetWitness+
D

DeepSeek V3

  1. 1Splunk Security Analytics+
  2. 2Microsoft Sentinel+
  3. 3IBM QRadar+
  4. 4Cortex XDR+
  5. 5Elastic Security+
?

claude-opus-4.5

  1. 9Rapid7 InsightIDR+
  2. 2Splunk MLTK+
  3. 3Logic Apps+
  4. 4Snowflake+
?

mistral-large-2512

  1. 1Splunk ML Toolkit+
  2. 1Splunk SOAR+
  3. 1Splunk Enterprise Security+
  4. 2Microsoft Defender Threat Intelligence+
  5. 2Microsoft Sentinel+
?

glm-4.7

  1. 2Microsoft Sentinel+
  2. 3IBM QRadar+
  3. 5Elastic Security+
?

gpt-4o-mini

  1. 2Watson for Security+
  2. 2IBM QRadar+
  3. 4Elastic Stack+
  4. 4Elastic Security+
  5. 5Microsoft Sentinel+
?

claude-sonnet-4.5

  1. 2Microsoft Sentinel+
  2. 3Cortex XSIAM+
  3. 4IBM QRadar+
  4. 5Elastic Security+
  5. 8InsightIDR+
?

gpt-5.1

  1. 1Microsoft Sentinel+
  2. 1Defender XDR+
  3. 2Splunk Enterprise Security+
  4. 3Chronicle SIEM+
  5. 4Cortex XSIAM+
G

Gemini 2.5 Flash

  1. 1Splunk SOAR+
  2. 1Splunk Enterprise Security+
  3. 2Microsoft 365 Defender+
  4. 2Azure Sentinel+
  5. 3IBM Security QRadar+

Complete Rankings

RankProduct/CompanyModels MentioningAvg. RankMentioned By
1Splunk
10/10
1.2
Gemini FGemini Pclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
2Microsoft Sentinel
8/10
2.1
Gemini Pclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1mistral-large-2512DeepSeekglm-4.7
3Elastic Security
7/10
4.7
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-4o-minimistral-large-2512DeepSeekglm-4.7
4Exabeam
7/10
6.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
5Microsoft
5/10
1.6
Gemini FGemini Pgpt-5.1mistral-large-2512DeepSeek
6IBM QRadar
5/10
2.8
claude-sonnet-4.5gpt-4o-minillama-3.3-70b-instruct:freeDeepSeekglm-4.7
7Securonix
5/10
6.4
claude-sonnet-4.5claude-opus-4.5llama-3.3-70b-instruct:freeDeepSeekglm-4.7
8Palo Alto Networks
4/10
3.8
claude-sonnet-4.5gpt-5.1mistral-large-2512DeepSeek
9LogRhythm
4/10
5.8
claude-opus-4.5gpt-4o-minillama-3.3-70b-instruct:freeDeepSeek
10Sumo Logic
4/10
7.0
Gemini Fclaude-opus-4.5gpt-4o-miniDeepSeek
11Splunk Enterprise Security
3/10
1.3
Gemini Fgpt-5.1mistral-large-2512
12Cortex XSIAM
3/10
3.7
claude-sonnet-4.5gpt-5.1mistral-large-2512
13Rapid7
3/10
8.7
claude-sonnet-4.5llama-3.3-70b-instruct:freeDeepSeek
14Cost
2/10
1.0
Gemini FGemini P
15Splunk SOAR
2/10
1.0
Gemini Fmistral-large-2512
16IBM
2/10
3.0
mistral-large-2512DeepSeek
17IBM Security QRadar
2/10
3.0
Gemini Fclaude-opus-4.5
18Cortex XDR
2/10
4.0
mistral-large-2512DeepSeek
19Elastic
2/10
5.0
mistral-large-2512DeepSeek
20Chronicle SIEM
2/10
5.0
gpt-5.1mistral-large-2512
21CrowdStrike
2/10
6.0
gpt-5.1mistral-large-2512
22InsightIDR
2/10
8.5
claude-sonnet-4.5DeepSeek
23Rapid7 InsightIDR
2/10
9.0
Gemini Fclaude-opus-4.5
24Gurucul
2/10
9.5
claude-opus-4.5llama-3.3-70b-instruct:free
25Search Processing Language (SPL)
2/10
-
claude-sonnet-4.5glm-4.7
26Splunk Security Analytics
1/10
1.0
DeepSeek
27Cost (Splunk)
1/10
1.0
gpt-4o-mini
28Defender XDR
1/10
1.0
gpt-5.1
29Tight ecosystem integration
1/10
1.0
gpt-5.1
30AI & Copilot
1/10
1.0
gpt-5.1
31Splunk ML Toolkit
1/10
1.0
mistral-large-2512
32data ingestion volume
1/10
1.0
mistral-large-2512
33Azure Sentinel
1/10
2.0
Gemini F
34Microsoft 365 Defender
1/10
2.0
Gemini F
35Watson for Security
1/10
2.0
gpt-4o-mini
36Complex Deployment (QRadar)
1/10
2.0
gpt-4o-mini
37Extremely flexible analytics
1/10
2.0
gpt-5.1
38Vendor-agnostic
1/10
2.0
gpt-5.1
39Microsoft Defender Threat Intelligence
1/10
2.0
mistral-large-2512
40IBM X-Force Exchange
1/10
3.0
Gemini F
41Limited Customization (Sumo Logic)
1/10
3.0
gpt-4o-mini
42Google
1/10
3.0
gpt-5.1
43Hyper-scale and performance
1/10
3.0
gpt-5.1
44IBM QRadar SIEM
1/10
3.0
mistral-large-2512
45QRadar Advisor with Watson
1/10
3.0
mistral-large-2512
46Google Chronicle Security Operations
1/10
4.0
Gemini F
47Unlimited Data Retention
1/10
4.0
Gemini F
48User Experience (Elastic Security)
1/10
4.0
gpt-4o-mini
49High automation & AI-first design
1/10
4.0
gpt-5.1
50McAfee Enterprise Security Manager
1/10
4.0
llama-3.3-70b-instruct:free
51Elastic Stack
1/10
4.0
gpt-4o-mini
52Mature enterprise SIEM
1/10
5.0
gpt-5.1
53Azure
1/10
5.0
gpt-4o-mini
54Dependency on Azure (Sentinel)
1/10
5.0
gpt-4o-mini
55IBM Security
1/10
5.0
gpt-5.1
56QRadar Suite
1/10
5.0
gpt-5.1
57RSA NetWitness
1/10
5.0
llama-3.3-70b-instruct:free
58CrowdStrike Falcon LogScale
1/10
6.0
Gemini F
59Cost (LogRhythm)
1/10
6.0
gpt-4o-mini
60Falcon XDR
1/10
6.0
mistral-large-2512
61Falcon Platform
1/10
6.0
gpt-5.1
62Google Cloud
1/10
7.0
mistral-large-2512
63Securonix Next-Gen SIEM
1/10
8.0
DeepSeek
64Fusion SIEM
1/10
8.0
mistral-large-2512
65Cloud SIEM
1/10
10.0
DeepSeek
66Hunters
1/10
10.0
claude-opus-4.5
67CyberArk
1/10
10.0
llama-3.3-70b-instruct:free
68Cost for Third-Party Data
1/10
-
Gemini P
69Ultimate Flexibility & Power
1/10
-
Gemini P
70Massive Ecosystem
1/10
-
Gemini P
71Complexity & Skill Requirement
1/10
-
Gemini P
72User and Entity Behavior Analytics (UEBA)
1/10
-
claude-sonnet-4.5
73Splunk Processing Language (SPL)
1/10
-
claude-opus-4.5
74Splunk MLTK
1/10
-
claude-opus-4.5
75Logic Apps
1/10
-
claude-opus-4.5
76Fusion detection technology
1/10
-
claude-opus-4.5
77QFlow
1/10
-
claude-opus-4.5
78Watson AI
1/10
-
claude-opus-4.5
79Snowflake
1/10
-
claude-opus-4.5
80Smart Timelines
1/10
-
claude-opus-4.5
81Robust data collection and analysis
1/10
-
llama-3.3-70b-instruct:free
82Advanced threat detection and incident response
1/10
-
llama-3.3-70b-instruct:free
83User-friendly interface
1/10
-
llama-3.3-70b-instruct:free
84Integration with broader security portfolio
1/10
-
llama-3.3-70b-instruct:free
85Large enterprises with complex security infrastructures
1/10
-
llama-3.3-70b-instruct:free
86AI/ML capabilities
1/10
-
DeepSeek
87Data Agnosticism
1/10
-
glm-4.7
88Splunk AI
1/10
-
glm-4.7
89Cloud-Native & Scalable
1/10
-
glm-4.7
90UEBA & Fusion ML
1/10
-
glm-4.7
91Kusto Query Language (KQL)
1/10
-
glm-4.7
92Correlation Engine
1/10
-
glm-4.7
93IBM X-Force Threat Intelligence
1/10
-
glm-4.7
94Advanced UEBA
1/10
-
glm-4.7
95Risk-Based Scoring
1/10
-
glm-4.7
96Open & Flexible
1/10
-
glm-4.7
97Endpoint Security
1/10
-
glm-4.7
98Data Lake Architecture
1/10
-
glm-4.7
99Palo Alto Networks Cortex XDR
1/10
-
Gemini F
100Strong UEBA
1/10
-
glm-4.7
101Fortinet FortiSIEM
1/10
-
Gemini F
102SIEM
1/10
-
Gemini P
103SOAR
1/10
-
Gemini P
104UEBA
1/10
-
Gemini P
105XDR
1/10
-
Gemini P
106Security Analytics
1/10
-
Gemini P
107Ecosystem Integration
1/10
-
Gemini P
108Cloud-Native
1/10
-
Gemini P
109Built-in AI and SOAR
1/10
-
Gemini P

Query Posed to AI Models

"Solutions that collect, analyze, and correlate security event data to identify threats and vulnerabilities, often leveraging AI and machine learning. Rank the leading vendors in the Security Analytics market. For each vendor, explain their key strengths and weaknesses, and which types of businesses they are best suited for."

Generated: January 2, 2026 at 06:45 AM