AI Red Teaming & Pen Testing | Parse

AI Red Teaming & Pen Testing in AI answers

Data as of Oct 18, 2026Based on 331 AI responsesReviewed by Dimitry Apollonsky

AI summary

Mindgard and HiddenLayer run nearly even in recommendations, with Mindgard suggested for continuous, automated security testing of AI models and HiddenLayer for adversarial attack simulations. When buyers look to autonomously test web applications, XBOW is the usual answer.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	Mindgard 31% continuous, automated adversarial testing across generative models and LLMs	continuous, automated adversarial testing across generative models and LLMs	31%
2	NVIDIA Garak 30% open-source vulnerability scanning across prompt injection and model jailbreak vectors	open-source vulnerability scanning across prompt injection and model jailbreak vectors	30%
3	HiddenLayer 29% automated and human-led adversarial stress testing across the MLSecOps lifecycle	automated and human-led adversarial stress testing across the MLSecOps lifecycle	29%
4	Promptfoo 27% developer-focused adversarial testing for prompt injection inside CI/CD pipelines	developer-focused adversarial testing for prompt injection inside CI/CD pipelines	27%
5	PyRIT 27% open-source Python automation for multi-turn generative AI risk discovery	open-source Python automation for multi-turn generative AI risk discovery	27%
6	XBOW 19% autonomous, AI-powered penetration testing for web applications	autonomous, AI-powered penetration testing for web applications	19%
7	Lakera 19% real-time guardrail testing and prompt injection defenses for LLMs	real-time guardrail testing and prompt injection defenses for LLMs	19%
8	Horizon3.ai 16% autonomous network penetration testing and continuous attack path validation	autonomous network penetration testing and continuous attack path validation	16%
9	Synack 16% hybrid testing combining agentic AI tooling with human penetration testers	hybrid testing combining agentic AI tooling with human penetration testers	16%
10	Metasploit 14% exploit validation and scripted payload deployment against identified vulnerabilities	exploit validation and scripted payload deployment against identified vulnerabilities	14%
11	Nmap 14%		14%
12	Tenable NessusTenable product line 13%		13%
13	Wireshark 12%		12%
14	Giskard 11%		11%
15	CrowdStrike 10%		10%
16	HackerOne 9%		9%
17	Pentera 9%		9%
18	Prompt Security 8%		8%
19	Impacket 8%		8%
20	Horizon3.ai NodeZeroHorizon3.ai product line 7%		7%
21	Bishop Fox 7%		7%
22	Lakera RedLakera product line 7%		7%
23	OpenVAS 7%		7%
24	Cobalt Strike 7%		7%
25	Hashcat 7%		7%
26	Pentera Core 6%		6%
27	Burp AIPortswigger product line 6%		6%
28	OWASP Zed Attack Proxy (ZAP)6%		6%
29	Masscan 5%		5%
30	General Analysis 5%		5%
31	Burp SuitePortswigger product line 5%		5%
32	Protect AI 5%		5%
33	Palo Alto Networks 5%		5%
34	Kali Linux 5%		5%
35	Tenable 5%		5%
36	Check Point 5%		5%
37	Blood Hound 5%		5%
38	John the Ripper 5%		5%
39	FireCompass 4%		4%
40	NetExec 4%		4%
41	Intruder 4%		4%
42	NeuralTrust 4%		4%
43	Strix 4%		4%
44	Stingrai 3%		3%
45	KonaSense 3%		3%
46	CalypsoAI 3%		3%
47	Microsoft 3%		3%
48	DeepTeam 3%		3%
49	Escape 3%		3%
50	Trail of Bits 3%		3%
51	Robust Intelligence 3%		3%
52	Responder 3%		3%
53	Pentest-Tools 3%		3%
54	Confident AI 3%		3%
55	SPLX 3%		3%
56	CrackMapExec 3%		3%
57	Aikido 2%		2%
58	Penti AI 2%		2%
59	Terra Security 2%		2%
60	AccuKnox 2%		2%
61	GraySwan AI 2%		2%
62	Cisco AI DefenseCisco product line 2%		2%
63	Adversa 2%		2%
64	Noma Security 2%		2%
65	National Institute of Standards and Technology (NIST)Owned by U.S. Department of Commerce 2%		2%
66	Cobalt 2%		2%
67	Group-IB 2%		2%
68	Check Point AI Agent SecurityCheck Point product line 2%		2%
69	Praetorian 2%		2%
70	NetSPI 2%		2%
71	InspectAisi product line 2%		2%
72	Deloitte 2%		2%
73	Zscaler 2%		2%
74	SpecterOps BloodHound Enterprise 2%		2%
75	SQLmap 2%		2%
76	ZeroThreat AI 2%		2%
77	Aikido AttackAikido product line 2%		2%
78	Qualys 2%		2%
79	Picus Security 2%		2%
80	pwn.ai 2%		2%
81	Novee Security 2%		2%
82	Cipher Crown 2%		2%
83	Sandbox Security 2%		2%
84	Mandiant 2%		2%
85	Accenture 2%		2%
86	Booz Allen Hamilton 2%		2%
87	Aircrack-ng 2%		2%
88	OWASP 2%		2%
89	RidgeBotRidge Security product line 2%		2%
90	Mirror Security 2%		2%
91	10x Pentest 2%		2%
92	Preamble 2%		2%
93	F5 AI Red TeamF5 product line 2%		2%
94	Ridge Security 2%		2%
95	Astra Security 2%		2%
96	SafeBreach 2%		2%
97	Snipe 2%		2%
98	Canima 2%		2%
99	Penligent 2%		2%
100	F5 2%		2%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

Widest split: Mindgard, 23% on ChatGPT Search and 38% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
Mindgard	23%	38%
NVIDIA Garak	27%	33%
HiddenLayer	33%	25%
Promptfoo	30%	25%
PyRIT	25%	30%
XBOW	20%	19%
Lakera	23%	15%
Horizon3.ai	17%	15%
Synack	Outside ChatGPT Search's top 25	30%
Metasploit	14%	15%

AI Red Teaming & Pen Testing in AI answers

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