BuzzScan: buzzwords against concrete detail, vendor by vendor

BuzzScan reads the public product pages of every vendor in the directory each week. It measures how much of the copy is buzzwords and how much is concrete detail, and tracks how vendors change their positioning over time.

Scan of 10 Nov 2026: 190 vendors ranked. Updated weekly.

BuzzScan: Buzz map and ranking · Leaderboard · Market read · How BuzzScan works

How to read the scores

Buzz score: The number of buzzwords per 100 words of a vendor's website copy. A higher number means more of the copy is marketing vocabulary.
Substance score: A score from 0 to 1 for how much concrete detail a vendor's website copy gives: how the product works, what it covers, which tools it connects to, and the evidence behind its numbers.

Substance looks for concrete signals in the copy: how the product works, what it covers, which tools it connects to, and evidence behind its numbers. It runs from 0 to 1. Buzz counts buzzwords per 100 words. Percentiles compare each vendor with the rest of the directory. The ranking lists every scanned vendor except those held for review.

In this scan the median substance score is 0.74 and the median buzz score is 2.5 buzzwords per 100 words, across the 190 vendors with at least 150 words of copy.

Scores describe website copy, not product quality or ASEF evaluation results.

Which vendors explain their product most clearly?

By substance score, among vendors with at least 150 words of copy, the top ten in this scan are:

Tracemill: substance 0.91 of 1, 0.1 buzzwords per 100 words
Elastic: substance 0.91 of 1, 1.8 buzzwords per 100 words
Priam Cyber AI: substance 0.90 of 1, 0.7 buzzwords per 100 words
MYRMEX: substance 0.89 of 1, 0.3 buzzwords per 100 words
HydraNexus: substance 0.88 of 1, 1.1 buzzwords per 100 words
DeepTempo: substance 0.88 of 1, 1.7 buzzwords per 100 words
Huntbase: substance 0.88 of 1, 0.3 buzzwords per 100 words
LimaCharlie: substance 0.87 of 1, 1.8 buzzwords per 100 words
Mindflow: substance 0.87 of 1, 0.9 buzzwords per 100 words
Exaforce: substance 0.86 of 1, 2.7 buzzwords per 100 words

Which vendors use the most buzzwords?

By buzzwords per 100 words of website copy, among the same vendors, the top ten in this scan are:

Hunters: 6.4 buzzwords per 100 words, substance 0.77 of 1
HarkX: 6.3 buzzwords per 100 words, substance 0.67 of 1
Cognna: 6.0 buzzwords per 100 words, substance 0.64 of 1
SecGenie AI: 5.7 buzzwords per 100 words, substance 0.62 of 1
CriticalStart: 5.3 buzzwords per 100 words, substance 0.64 of 1
Spharaka: 5.2 buzzwords per 100 words, substance 0.71 of 1
DeepWatch: 5.2 buzzwords per 100 words, substance 0.69 of 1
PRE Security: 5.1 buzzwords per 100 words, substance 0.57 of 1
Airrived: 5.1 buzzwords per 100 words, substance 0.53 of 1
Securaa: 5.1 buzzwords per 100 words, substance 0.62 of 1

Who explains the product and who leans on buzzwords

190 vendors ranked by substance score, scan of 10 Nov 2026. Substance runs from 0 to 1; buzz is buzzwords per 100 words of website copy.
Rank	Vendor	Category	Substance (0 to 1)	Buzzwords per 100 words	Substance percentile	Buzz percentile	Most used buzzwords	Autonomy claim
1	Tracemill	Detection Engineering	0.91	0.1	100th	below 1st	continuous validation, detection coverage, safely, ai-driven, ai-driven security, ai-driven security operations	unclear
2	Elastic	SIEM	0.91	1.8	99th	31st	agentic, real-time, agentic security, agentic security operations, agentic security operations platform, machine learning	supervised
3	Priam Cyber AI	AI SOC Pure Play	0.90	0.7	99th	5th	autonomous, audit-ready, every alert investigated, full investigation, no rip and replace, plain english	fully autonomous
4	MYRMEX	Automation	0.89	0.3	98th	3rd	security posture, ai agents, ai agent, use case, agents investigate, agents work	supervised
5	HydraNexus	Threat Intel	0.88	1.1	98th	15th	alert fatigue, analyst time, data lives, evidence behind it, existing siem	assistive
6	DeepTempo	Data Analytics / UABA	0.88	1.7	97th	29th	machine speed, ai-powered, ai-powered attacks, existing tools, purpose-built, agentic	supervised
7	Huntbase	Threat Hunting	0.88	0.3	97th	3rd	tools you already run, data layer, open by design	supervised
8	LimaCharlie	Automation	0.87	1.8	96th	32nd	agentic, use case, use cases, ai agents, agentic secops platform, existing stack	supervised
9	Mindflow	Automation	0.87	0.9	96th	12th	agentic, ai agents, use cases, autonomous, agentic platform, enterprise-grade	supervised
10	Exaforce	AI SOC Pure Play	0.86	2.7	95th	57th	agentic, real-time, agentic ai, risk management, agentic soc, ai-driven	supervised
11	CipherData	AI SOC Pure Play	0.86	1.3	95th	18th	ai-native, ai-native detection and response, cost-effective, ai assistant, end-to-end, autonomous	supervised
12	Deception Check	Deception	0.86	0.2	94th	below 1st	ai agent, ai agents, real-time, ai-assisted, cyber threats	fully autonomous
13	Hawkeye AI	MDR	0.86	2.6	94th	53rd	real-time, agentic, threat landscape, use cases, machine learning, agentic ai	supervised
14	Google SecOps	SIEM	0.85	1.4	93rd	25th	machine learning, real-time, best practices, named a leader, pre-built, natural language	assistive
15	Realm Security	Data Pipeline	0.85	0.8	93rd	7th	detection coverage, intelligence layer, game-changer, black box, safely, ai-led	supervised
16	Brava	Detection Engineering	0.85	1.0	92nd	13th	detection coverage, fortune 500, ground truth, manual effort, plain english, security outcomes	unclear
17	Culminate	AI SOC Pure Play	0.85	3.3	92nd	73rd	security analyst, named a leader, autonomous, control plane, ai agents, ai investigation	supervised
18	Caver	SIEM	0.84	0.5	91st	5th	ai assistant, end-to-end, natural language, control plane, coverage gaps, risk-based	supervised
19	Daylight Security	AI SOC Pure Play	0.84	3.6	91st	81st	agentic, business context, security experts, ai agents, agentic security, ai-native	supervised
20	Cotool	AI Agent Builder	0.84	0.9	89th	9th	plain english, response agents, alert fatigue, natural language, ai agent, at machine speed	supervised
21	Jutsu	AI SOC Pure Play	0.84	2.0	89th	38th	ai agents, ai-native, ai-native security operations, ai-native security operations platform, built-in, security operations platform	supervised
22	Scythe	Attack Simulation	0.84	1.3	88th	21st	detection coverage, real-time, continuous validation, real-world, security controls, plain language	assistive
23	SOC Prime	Detection Engineering	0.84	1.5	88th	25th	detection intelligence, machine speed, cyber defense, agentic, agentic ai, ai-powered	assistive
24	SOCNova	AI SOC Pure Play	0.84	1.3	88th	18th	ai-powered, ai-powered soc platform, six specialists, business impact, evidence-backed, intelligence layer	supervised
25	SecsphereSOC	SIEM	0.83	1.2	87th	18th	real-time, ai-powered, human control, security operations platform, natural language, ai-assisted	supervised
26	TrenchSecurity	AI SOC Pure Play	0.83	3.1	87th	69th	agentic, autonomous, autonomous defense, cyber defense, security stack, agentic platform	supervised
27	ThreatLens		0.83	2.8	86th	61st	enterprise ai, security platform, control plane, audit-ready, evidence-backed, real-time	supervised
28	Alpha Level	Data Analytics / UABA	0.83	2.5	86th	49th	autonomous, self-learning, analyst hours, agentic, agentic ai, ai investigation	assistive
29	Tuskira	CTEM	0.83	2.4	85th	46th	agentic, security data fabric, agentic cyber defense, autonomous, continuous threat, cyber defense	supervised
30	Intezer	AI SOC Capability	0.83	3.2	84th	70th	ai-powered, real threats, forensic depth, ai-driven, autonomous, investigates every alert	supervised
31	Panther	SIEM	0.83	2.7	84th	58th	natural language, agentic, closes the loop, ai soc agent, petabyte-scale, autonomous	supervised
32	TraceCat	Automation	0.82	1.8	84th	32nd	agentic, ai agent, ai agents, agentic security, human-in-the-loop, agentic soar	supervised
33	Sola	Security Context Graph	0.82	1.4	83rd	24th	business context, autonomous, autonomous security, context layer, agentic, reasoning engine	supervised
34	Binary Defense	MDR	0.82	2.1	83rd	41st	alert fatigue, real-time, detection coverage, use cases, ai-powered, at machine speed	supervised
35	Gurucul	SIEM	0.82	3.4	82nd	76th	glass-box, fewer false positives, risk management, agentic, end-to-end, gartner peer	supervised
36	Zaun		0.82	0.2	82nd	1st	agentic, control plane, risk management, ai agents, generative ai, using ai	supervised
37	Mallory	Threat Intel	0.82	0.9	81st	12th	continuous threat, agentic, ai-native, ai agents, real-time, tools you already run	unclear
38	Tenex AI	MDR	0.82	3.6	81st	84th	agentic, agentic mdr, ai-native, agentic ai, agentic soc, ai agents	supervised
39	Alaris Security	AI Agent Builder	0.81	3.3	80th	73rd	autonomous, autonomous security, autonomous security operations, autonomously, ai-native, agentic	supervised
40	Exabeam	SIEM	0.81	3.8	79th	86th	ai agents, agentic, natural language, agentic soc, ai-driven, cloud-native	assistive
41	TandemTrace	AI SOC Pure Play	0.81	2.0	79th	36th	autonomous, autonomously, human judgment, modern soc, autonomous threat hunting, end-to-end	supervised
42	Cyber Defence	SIEM	0.81	0.9	78th	12th	glass-box, autonomous, soc analyst, autonomous soc, ai soc analyst, autonomous ai	supervised
43	Kyberis	Threat Intel	0.81	2.5	78th	49th	intelligence layer, ai agents, at machine speed, machine speed, security agents, agentic	unclear
44	Command Zero	AI SOC Pure Play	0.81	2.0	77th	35th	autonomous, gartner peer, ai-assisted, governed ai, use cases, agents investigate	supervised
45	Ornis Guard		0.81	4.5	77th	93rd	soc analyst, ai-powered, real-time, ai soc analyst, autonomous, agentic	fully autonomous
46	Anvilogic	Detection Engineering	0.81	2.0	76th	36th	agentic, operating system, agentic secops platform, ai agents, plain language, agentic soc	supervised
47	Detections AI	Detection Engineering	0.80	0.4	75th	4th	autonomous, ai-assisted, ai assistant, close the gaps, plain language	supervised
48	Hnull Labs	AI SOC Pure Play	0.80	0.4	75th	4th	ai agents, autonomous, end-to-end, data stays, ai investigation, ai that investigates	supervised
49	Tier4 AI	MDR	0.80	3.3	75th	74th	ai-driven, autonomous, autonomous response, always-on, analyst time, contain threats	supervised
50	Simbian	AI SOC Pure Play	0.80	1.2	74th	16th	ai agents, autonomous, autonomous security, cyber defense, ai soc agent, game-changer	supervised
51	GuarDDoG AI	NDR	0.80	3.5	74th	78th	autonomous, real-time, autonomously, always-on, alert fatigue, alert noise	fully autonomous
52	Secure.com	AI SOC Pure Play	0.80	1.4	73rd	23rd	ai teammate, existing stack, governed ai, 24/7 coverage, audit-ready, one workflow	supervised
53	Wirespeed	AI SOC Pure Play	0.80	0.8	73rd	6th	contain threats, agentic, onboard in minutes, agentic soc, autonomous, complete investigations	supervised
54	Strike48	AI SOC Pure Play	0.80	3.7	72nd	85th	agentic, pre-built, real-time, agentic security, ai agents, human-in-the-loop	supervised
55	Vigil	AI SOC Pure Play	0.80	2.5	72nd	48th	agentic, agentic soc, black box, specialized agents, ai agents, audit-ready	supervised
56	Axonius	CTEM	0.80	1.9	71st	33rd	ai-driven, ai agents, coverage gaps, plain language, alert noise, business context	supervised
57	Spectrum Security	Detection Engineering	0.80	1.4	71st	23rd	end-to-end, ai era, alert fatigue, at machine speed, blind spots, close the gaps	assistive
58	ThreatDefence	MDR	0.79	2.4	70th	47th	ai agents, agentic, agentic soc, agents investigate, cyber risk, ai-enabled	supervised
59	Sumo Logic	SIEM	0.79	2.1	69th	42nd	cloud-native, real-time, out-of-the-box, agentic, ai-powered, ai-ready data	supervised
60	Ontinue	MDR	0.79	2.9	69th	62nd	agentic, agentic ai, human expertise, agentic soc, contextual intelligence, governed response	supervised
61	Sirp	CIRM / Case Management	0.79	3.6	68th	82nd	autonomous, autonomous soc, autonomous soc platform, at machine speed, machine speed, ai-driven	supervised
62	Surf AI	Security Context Graph	0.79	1.3	68th	21st	end-to-end, security posture, ai agents, existing tools, fortune 500, manual work	supervised
63	Axoflow	Data Pipeline	0.79	2.0	67th	35th	data layer, security data layer, autonomous, autonomous security, cloud-native, data stays	unclear
64	Cantina	AI SOC Pure Play	0.79	1.1	66th	15th	agentic, agentic security, autonomous, agentic security operations, autonomous agents, end-to-end	fully autonomous
65	Scanner	Data Pipeline	0.79	1.4	66th	22nd	ai agents, pre-built, out-of-the-box, lock-in, real-time, vendor lock-in	unclear
66	Spacewalk AI	DFIR / Forensics	0.79	2.5	66th	49th	agentic, ai agents, agents work, contain threats, contain threats faster, faster investigations	supervised
67	Query	Data Pipeline	0.78	1.9	65th	34th	ai agents, security work, every alert investigated, data lives, game-changer, purpose-built	supervised
68	IceGuard	SIEM	0.78	0.9	65th	10th	ai agents, 10x, detection coverage, real-time, use cases, ai agent	assistive
69	Ghost Security	AI Agent Builder	0.78	1.3	64th	18th	safely, security agents, full observability, security work, human expertise, lock-in	fully autonomous
70	Mitiga	AI SOC Supporting Capability	0.78	2.5	63rd	51st	ai agent, agentic, ai agents, real-time, at machine speed, machine speed	fully autonomous
71	Sophos	MDR	0.78	4.4	63rd	91st	next-gen, next-gen siem, ai-native, agentic, ai era, ai-driven	supervised
72	Tenzir	Data Pipeline	0.78	0.9	63rd	11th	cloud-native, operating system, real-time, security posture, response time, ai agents	unclear
73	Seculyze	AI SOC Capability	0.78	1.3	62nd	18th	purpose-built, best practices, fewer false positives, analysts focus, machine learning, risk-based	supervised
74	Bricklayer AI	AI SOC Pure Play	0.78	3.5	62nd	79th	ai agents, agentic, use cases, operating model, use case, agentic soc	supervised
75	Perpetual Systems	SIEM	0.77	0.8	61st	7th	agentic, agentic security, ai agent, agentic security operations, agentic detection, agentic investigation	supervised
76	Auguria	Data Pipeline	0.77	2.3	61st	43rd	enterprise-grade, real threats, use cases, accelerate investigations, ai-driven, ai-powered	assistive
77	Expel	MDR	0.77	2.1	60th	42nd	real-time, agentic, agentic mdr, rip-and-replace, ai-powered, analysts can focus on	supervised
78	Sekoia	SIEM	0.77	4.5	59th	92nd	autonomous, agentic, ai agents, autonomous soc, autonomous soc platform, real-time	supervised
79	Crogl	AI SOC Pure Play	0.77	1.3	59th	21st	end-to-end, fortune 500, autonomously, agentic, investigates every alert, analyst hours	supervised
80	Artemis	AI SOC Pure Play	0.77	1.7	58th	29th	ai-native, autonomously, machine speed, cyber defense, adaptive detection, ai agent	fully autonomous
81	Foresee Security	AI SOC Supporting Capability	0.77	2.4	57th	45th	deep investigation, autonomous, plain language, autonomous security, autonomous security operations, machine speed	unclear
82	Hunters	SIEM	0.77	6.4	57th	100th	next-gen, next-gen siem, ai-driven, agentic, autonomous, ai-powered	supervised
83	Louie AI	AI SOC Pure Play	0.76	3.0	57th	68th	agentic, agentic automation, agentic investigation, enterprise-grade, enterprise-grade security, force multipliers	unclear
84	Sleuth Kit Labs	DFIR / Forensics	0.76	0.2	56th	2nd	ai-powered, ai-powered investigation, respond with confidence	assistive
85	RAD Security	AI SOC Capability	0.76	4.6	55th	94th	real-time, ai-powered, entire security, security stack, audit-ready, natural language	unclear
86	Sevii	AI SOC Pure Play	0.76	4.8	55th	95th	autonomous, cyber defense, autonomous defense, machine speed, at machine speed, real-time	fully autonomous
87	AISOC	AI SOC Pure Play	0.76	4.3	54th	91st	ai-native, generative ai, audit-ready, real-time, ai-native security operations, ai soc analyst	fully autonomous
88	Mate Security	AI SOC Pure Play	0.76	2.1	54th	39th	agentic, ai agents, coverage gaps, cyber defense, detection coverage, use case	unclear
89	Port0	AI SOC Pure Play	0.75	1.6	54th	26th	safely, context layer, data layer, every alert investigated, autonomous, plain language	supervised
90	Tracebit	Deception	0.75	1.2	53rd	16th	high-fidelity, high-fidelity alerts, high-value, modern security, customer success, detection coverage	assistive
91	Cyware	Threat Intel	0.75	2.7	52nd	58th	ai-powered, agentic, real-time, agentic ai, ai agents, automated workflows	unclear
92	Socjedi AI	AI SOC Pure Play	0.75	2.7	52nd	58th	ai soc analyst, soc analyst, use cases, ai-driven, ai-powered, real threats	unclear
93	BlinkOps	AI Agent Builder	0.75	3.0	52nd	67th	agentic, agentic security, agentic security operations, agentic security operations platform, security operations platform, agentic soar	supervised
94	Orryx AI	AI SOC Pure Play	0.75	2.6	51st	54th	real-world, cyber defense, ai-driven, real-time, security controls, multi-agent	supervised
95	Dropzone AI	AI SOC Pure Play	0.74	2.8	51st	61st	ai soc analyst, soc analyst, agentic, agentic soc, autonomous, investigates every alert	supervised
96	RunReveal	SIEM	0.74	3.9	50th	87th	ai-powered, built-in, detect threats, unified platform, industry-leading, enterprise-grade	assistive
97	DarkTrace	NDR	0.74	2.7	49th	55th	real-time, ai agents, autonomous, ai-powered, generative ai, ai era	unclear
98	Tines	AI Agent Builder	0.74	1.9	49th	34th	ai agent, ai agents, enterprise ai, real-world, safely, autonomous	supervised
99	Anomali	Threat Intel	0.74	4.5	48th	92nd	agentic, agentic ai, agentic soc, next-gen, unified security, agentic soc platform	supervised
100	Treat	AI Agent Builder	0.74	0.8	48th	8th	full context, agents act, ai agents, existing tools, full investigation, investigation time	supervised
101	Cymulate	Attack Simulation	0.73	3.2	47th	72nd	agentic, cyber defense, agentic cyber defense, security controls, risk management, security posture	unclear
102	CrowdStrike	SIEM	0.73	4.2	46th	90th	agentic, real-time, ai-powered, agentic soc, ai agents, ai-driven	supervised
103	D3 Security	AI SOC Capability	0.73	3.6	46th	82nd	agentic, autonomous, agentic soc, autonomous soc, unified intelligence, agentic soc platform	supervised
104	Microsoft Sentinel	SIEM	0.73	2.9	45th	63rd	built-in, cloud-native, ai-powered, ai-driven, generative ai, ai-powered detection	assistive
105	Mitigant	Attack Simulation	0.73	2.4	45th	46th	security posture, cloud-native, ai-powered, safely, agentic, built-in	assistive
106	CounterShadow	AI SOC Pure Play	0.73	2.6	44th	54th	autonomous, analyst time, end-to-end, at machine speed, machine speed, security stack	fully autonomous
107	Cylerian	SIEM	0.73	2.4	44th	46th	at machine speed, machine speed, real-time, unified security, agentic, agentic ai	fully autonomous
108	Binalyze	DFIR / Forensics	0.73	2.1	44th	40th	cyber resilience, ai-driven, ai-driven analysis, forensic depth, enterprise scale, existing security	assistive
109	ReliaQuest	MDR	0.73	3.7	43rd	85th	agentic, agentic ai, named a leader, security operations platform, agentic ai security, ai security operations platform	supervised
110	SecureVisio	SIEM	0.73	2.6	43rd	53rd	ai-assisted, risk-based, built-in, real-time, risk management, ai-powered	assistive
111	UltraViolet Cyber	Attack Simulation	0.72	2.3	42nd	44th	real-time, detection coverage, ai assistant, ai platform, security experts, security platform	assistive
112	Cydarm	CIRM / Case Management	0.72	0.8	42nd	8th	real-time, cyber resilience, response time, security controls, compliance requirements, cyber risk	assistive
113	Rapid7	SIEM	0.72	3.4	41st	78th	next-gen, ai-driven, ai-powered, full attack, next-gen siem, real-time	assistive
114	Arambh Labs	AI SOC Pure Play	0.71	3.6	39th	82nd	autonomous, agentic, agentic ai, end-to-end, ai agents, autonomous security	supervised
115	AttackIQ	Attack Simulation	0.71	2.5	39th	51st	agentic, detection coverage, continuous threat, security controls, ai agents, real-world	unclear
116	StrangeBee	CIRM / Case Management	0.71	0.9	39th	11th	use cases, real-time, cyber defense, full visibility, alert fatigue, cost-effective	unclear
117	UnderDefense	MDR	0.71	2.4	39th	45th	security posture, 24/7 monitoring, agentic, agentic ai, ai-powered, real-world	supervised
118	AiStrike	AI SOC Pure Play	0.71	3.9	38th	88th	ai-native, ai-native security operations, named a leader, ai-native security operations platform, alert noise, autonomous	supervised
119	Arcanna AI	AI SOC Pure Play	0.71	3.0	37th	66th	agentic, agentic workflows, human control, modern soc, agentic investigation, ai platform	supervised
120	Spharaka	AI SOC Pure Play	0.71	5.2	37th	97th	autonomous, agentic, ai-native, agentic ai, autonomous investigation, complete visibility	supervised
121	Nebulock	Threat Hunting	0.71	3.4	37th	77th	agentic, autonomous, autonomously, coverage gaps, accelerate investigations, always-on	supervised
122	Qevlar	AI SOC Pure Play	0.70	2.6	36th	54th	autonomous, autonomous soc, end-to-end, autonomously, closes the loop, real threats	supervised
123	Beacon Security	Data Pipeline	0.70	3.0	36th	67th	agentic, ai agents, agentic soc, pre-built, data layer, real-time	unclear
124	7AI	AI SOC Pure Play	0.70	2.1	34th	41st	agentic, ai agents, force multiplier, agentic security, security platform, agentic security platform	supervised
125	Monad	Data Pipeline	0.70	1.7	34th	28th	high-value, real-time, use cases, artificial intelligence, data security, detect and respond	assistive
126	Splunk	SIEM	0.70	2.0	34th	38th	use cases, at machine speed, machine speed, gartner peer, respond faster, agentic	assistive
127	AirMdr	MDR	0.70	3.6	34th	81st	agentic, agentic ai, ai-powered, audit-ready, real-time, ai agents	supervised
128	Cribl	Data Pipeline	0.70	1.7	33rd	29th	ai platform, ai-driven, ai-powered, 10x, ai agents, blind spots	assistive
129	Kai Security	CTEM	0.70	2.0	33rd	36th	autonomous, machine speed, risk reduction, autonomous defense, continuous threat, ai-enabled	supervised
130	Swimlane	Automation	0.69	2.9	32nd	64th	agentic, agentic ai, ai agents, agentic investigation, pre-built, ai-assisted	unclear
131	Legion Security	AI SOC Pure Play	0.69	2.4	32nd	48th	agentic, agentic security, use cases, agentic security operations, agentic workforce, ai agents	supervised
132	Above Security	Insider Risk	0.69	1.4	31st	24th	real-time, agentic, agentic ai, ai agents, use cases, real risk	assistive
133	Databricks	SIEM	0.69	3.5	30th	80th	ai platform, agentic, real-time, lock-in, ai agents, ai-driven	unclear
134	Elezar	Threat Hunting	0.69	1.2	30th	16th	autonomous, autonomous threat hunting, manual work, security stack, autonomously, connect your security stack	supervised
135	dndx AI	Automation	0.69	3.6	29th	82nd	real-time, ai-powered, ai-driven, cyber threats, artificial intelligence, 24/7 monitoring	supervised
136	Trellix	AI SOC Capability	0.69	3.2	29th	71st	data security, ai-powered, security solutions, agentic, agentic soc, customer success	supervised
137	Tidal Cyber	Detection Engineering	0.69	2.1	28th	39th	threat-informed defense, cyber risk, security posture, security stack, stay ahead, artificial intelligence	assistive
138	Vega	SIEM	0.69	3.5	28th	78th	agentic, cyber defense, agentic cyber defense, agentic detection, agentic triage, ai-native	supervised
139	DeepWatch	MDR	0.69	5.2	27th	97th	stay ahead, ai-native, existing security, rip-and-replace, ai-powered, security outcomes	supervised
140	Mars Security	Detection Engineering	0.69	2.7	27th	55th	agentic, agentic soc, automated threat, automated threat detection, autonomous, autonomous soc	assistive
141	Tencyle	AI SOC Pure Play	0.68	2.8	26th	60th	real-time, autonomous, autonomous investigations, end-to-end, reduce mttr, response times	fully autonomous
142	Cymph	SecOps Resilience	0.68	0.9	25th	9th	close the gaps, respond with confidence, audit-ready, security stack, automated workflows, business impact	assistive
143	Zscaler Agentic Security Operations	AI SOC Capability	0.68	3.6	25th	81st	agentic, ai agents, machine speed, ai-powered, ai-driven, data security	unclear
144	Fig	SecOps Resilience	0.68	1.0	25th	14th	autonomous, cyber resilience, fortune 500, ground truth, 10x, modern soc	supervised
145	Embed Security	AI SOC Pure Play	0.68	3.8	24th	86th	agentic, agentic security, ai agents, agentic security platform, modern soc, security platform	assistive
146	StrikeReady	AI SOC Capability	0.68	2.6	24th	52nd	agentic, agentic ai, full coverage, take action, ai agents, ai security operations platform	supervised
147	DataBee	Data Pipeline	0.67	2.3	23rd	43rd	cyber risk, risk management, ai-native, ai-powered, ai-native platform, business context	assistive
148	Asymmetric Security	DFIR / Forensics	0.67	0.7	23rd	6th	ai-native, cut through the noise	assistive
149	CyberProof	AI SOC Capability	0.67	3.4	22nd	77th	agentic, ai agents, security posture, agentic ai, real-time, business impact	assistive
150	Andesite	AI Agent Builder	0.67	2.2	22nd	43rd	use cases, actionable insights, ai-driven, human oversight, real-time, agentic	supervised
151	Kindo	AI Agent Builder	0.67	1.8	21st	33rd	ai agent, agentic, ai agents, enterprise ai, ai-native, use cases	supervised
152	HarkX	AI SOC Pure Play	0.67	6.3	21st	99th	autonomous, ai agents, investigation time, security posture, agentic, agentic ai	supervised
153	Mave	AI SOC Pure Play	0.66	2.9	20th	64th	evidence-backed, agentic, agents investigate, ai agents, ai security operations platform, blind spots	supervised
154	Sharelock	ITDR	0.66	3.9	19th	89th	agentic, agentic ai, security posture, autonomous, autonomously, ai platform	fully autonomous
155	Conifers	AI SOC Pure Play	0.66	3.0	18th	65th	agentic, machine speed, autonomous, at machine speed, autonomous agents, agentic ai	supervised
156	Cyngular Security	AI SOC Pure Play	0.66	4.7	18th	94th	agentic, agentic soc, autonomous, autonomously, end-to-end, real-time	fully autonomous
157	Prophet Security	AI SOC Pure Play	0.66	3.3	18th	75th	force multiplier, security analyst, real threats, ai soc analyst, soc analyst, agentic	supervised
158	EXTRAHOP	NDR	0.65	3.3	17th	75th	agentic, agentic soc, real-time, machine speed, blind spots, autonomous	unclear
159	eSentire Inc.	MDR	0.65	2.7	16th	59th	autonomous, machine speed, agentic, agentic ai, at machine speed, real-time	supervised
160	Zynap	AI SOC Pure Play	0.65	3.3	16th	74th	ai agents, real-time, ai-driven, context-aware, stay ahead, agentic	supervised
161	CriticalStart	MDR	0.64	5.3	16th	98th	soc ai, agentic, agentic ai, ai agents, data stays, ai investigates every alert	supervised
162	AquilaI	SIEM	0.64	2.9	15th	63rd	ai-native, purpose-built, real-time, real-world, security posture, cyber defense	supervised
163	Cognna	AI SOC Pure Play	0.64	6.0	15th	99th	ai-led, agentic, agentic ai, agentic ai soc, agentic ai soc platform, real-time	supervised
164	NextSOC	AI SOC Pure Play	0.63	3.9	14th	87th	autonomous, agentic, autonomous soc, ai agents, existing security, agentic security	supervised
165	SafeBreach	Attack Simulation	0.63	3.0	14th	65th	security controls, security posture, real-world, cyber risk, closed-loop, existing security	unclear
166	PaloAlto	SIEM	0.63	3.9	13th	88th	ai-driven, agentic, autonomous, next-generation, ai-driven security, ai-driven security operations	unclear
167	SecGenie AI	AI SOC Pure Play	0.62	5.7	13th	98th	cyber defense, alert noise, ai-powered, ai-powered cybersecurity, continuous threat, existing security	assistive
168	Wraithwatch	AI SOC Pure Play	0.62	1.6	12th	26th	cyber defense, autonomously, existing security, existing stack, fortune 500, human-in-the-loop	supervised
169	BreachRx	CIRM / Case Management	0.62	1.2	11th	16th	agentic, real-time, agentic ai, ai-accelerated, cyber resilience, real-time visibility	supervised
170	Securaa	AI SOC Capability	0.62	5.1	11th	95th	real-time, agentic, agentic ai, ai-driven, ai-powered, autonomous	fully autonomous
171	Stellar Cyber	SIEM	0.61	4.6	11th	93rd	agentic, ai-driven, autonomous, ai-powered, autonomous soc, security stack	assistive
172	SentinelOne	SIEM	0.60	3.0	10th	68th	autonomous, data layer, real-time, ai-native, hyperautomation, single platform	assistive
173	Torq	AI SOC Capability	0.60	3.9	9th	89th	agentic, agentic soc, ai agents, autonomously, agentic ai, hyperautomation	supervised
174	Imperum	AI Agent Builder	0.60	1.5	9th	26th	autonomous, autonomous soc, agentic, ai agents, hyperautomation, ai assistant	supervised
175	Method Security	AI SOC Pure Play	0.60	1.7	8th	28th	autonomous, autonomous agents, cyber resilience, 24/7 coverage, ai capabilities, enterprise scale	unclear
176	Fortinet	SIEM	0.59	2.6	7th	52nd	ai-driven, agentic, next-generation, agentic ai, ai era, ai-driven security	unclear
177	Shuffle	Automation	0.59	1.0	7th	14th	pre-built, security platform, ai agents, detect and respond, detect and respond to threats, security stack	unclear
178	RedCarbon	AI SOC Pure Play	0.59	3.2	7th	72nd	real-time, ai agents, ai-powered, agentic, agentic ai, agentic ai platform	fully autonomous
179	Digital Hands	MDR	0.58	2.7	6th	57th	security posture, ai agent, ai agents, security program, at machine speed, machine speed	unclear
180	Rilian	AI SOC Pure Play	0.58	2.7	6th	56th	agentic, built by practitioners, security experts, security stack, agentic intelligence, agentic security	supervised
181	Tenacium DC	Data Analytics / UABA	0.57	0.2	5th	2nd	cyber resilience, end-to-end, evidence-backed, full-stack, human-in-the-loop	assistive
182	Abstract	SIEM	0.57	2.0	4th	36th	ai-enabled, cloud-native, ai-assisted, ai-powered, control plane, data lives	assistive
183	PRE Security	SIEM	0.57	5.1	4th	96th	ai-native, agentic, natural language, agentic ai, ai era, cost-effective	unclear
184	TrendAI	SIEM	0.56	3.2	4th	71st	ai era, cyber risk, built for the ai era, agentic, proactive security, real-time	unclear
185	Jazz	Insider Risk	0.56	1.8	3rd	31st	agentic, immediate time-to-value, time-to-value, data security, ai-driven, ai-native	supervised
186	Arctic Wolf	MDR	0.55	3.0	3rd	66th	agentic, agentic soc, real-world, security posture, security experts, agentic ai	supervised
187	Databahn	Data Pipeline	0.55	2.9	2nd	62nd	ai agents, control plane, agentic, real-time, ai-powered, best practices	unclear
188	Joon	AI Agent Builder	0.55	3.4	2nd	76th	autonomous, agentic, safely, security stack, soc analyst, 100 alert coverage	supervised
189	Airrived	AI SOC Pure Play	0.53	5.1	1st	96th	agentic, agentic ai, autonomous, agentic ai platform, ai platform, security solutions	unclear
190	Corma	AI SOC Pure Play	0.20	1.7	below 1st	27th	cyber defense, existing security, existing security stack, purpose-built, security stack	assistive

Held for review, not ranked

Datadog, ServiceNow, SOCAI. The scanned copy of these vendors does not give the full context yet, so they have no rank.

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