Test code, applications, cloud systems, or agents to discover exploitable weaknesses before they are abused. This comparison covers products mapped to the task without requiring industry-specific product evidence.
Companies collected
6
Products compared
8
Industries observed
19
Market observation
Find Security Vulnerabilities is used across many kinds of businesses
Scores reflect supplied evidence, not measured efficacy. Only Corgea lists a paid rate, and its customer references are platform-level. Product-specific adoption proof is limited across the candidates.
This is a broadly applicable task. SOTA2 collected 6 companies and 8 products that address it without depending on one specific industry. We also found 3 industry-specific products across 3 industries, shown below where that narrower context may help a buyer.
3 industry-specific rankings are linked below. Each reflects the product evidence currently available for that market.
Autonomous pentesting with auditor-ready reports for SOC 2 and ISO 27001.
Why #1
87/100 evidence score
Autonomous reconnaissance, attacks, and exploitation directly test applications. Auditor-ready reporting and a stated $4,000 standard pentest price provide the clearest purchasing evidence.
DescriptionPricingFree Plan Or TrialIndustry Fit
Task fitStrong
Adoption evidenceModerate
Product evidenceStrong
PricingStrong
Market fitStrong
Best for
Application teams seeking autonomous pentests with auditor-ready reports and a disclosed per-test price.
Pricing
Standard $4,000 / pentest
What to verify
Named customers and performance metrics concern Corgea's overall platform, not AI Pentest specifically.
Autonomous offensive security platform that discovers, chains, and exploits vulnerabilities across attack surfaces, continuously validating each finding with a working exploit.
Why #2
71/100 evidence score
Its stated workflow discovers, chains, and exploits vulnerabilities, validating findings with working exploits—a particularly direct match for exploitable-weakness discovery.
DescriptionPrimary Use CasesPricingReviews
Task fitStrong
Adoption evidenceLimited
Product evidenceStrong
PricingLimited
Market fitStrong
Best for
Teams prioritizing continuous pentesting and exploit-backed findings.
Pricing
Usage Based
What to verify
Usage-based billing is disclosed, but rates and product-specific customer validation are not supplied.
An autonomous AI penetration testing platform that continuously probes web apps, APIs, and infrastructure for vulnerabilities like SQL injection and broken access controls, prov...
Why #3
69/100 evidence score
Continuously probes applications and infrastructure for vulnerabilities such as injection and broken access controls, returning validated proof-of-concepts. A free trial is listed.
DescriptionFree Plan Or TrialReviewsIndustry Fit
Task fitStrong
Adoption evidenceLimited
Product evidenceStrong
PricingLimited
Market fitStrong
Best for
Continuous web, API, and infrastructure pentesting with proof-of-concept findings.
Pricing
Pricing not published
What to verify
No paid pricing, named customer deployments, or independent product results are supplied.
Autonomous offensive security, run from inside your stack.
Why #4
66/100 evidence score
Explicitly targets exploits across code, cloud, CI, and production, with asset discovery, dependency mapping, and verified-fix generation among its stated use cases.
DescriptionPrimary Use CasesReviewsIndustry Fit
Task fitStrong
Adoption evidenceLimited
Product evidenceModerate
PricingLimited
Market fitStrong
Best for
Engineering teams seeking in-stack testing across code and production infrastructure.
Pricing
Pricing not published
What to verify
Pricing, deployment requirements, and product-specific customer outcomes are not supplied.
Capability for rapidly testing exploitable Known Exploited Vulnerabilities (KEVs) within hours of disclosure.
Why #5
63/100 evidence score
Directly tests exploitable KEVs within a claimed hours-of-disclosure window, addressing urgent exposure validation rather than broad discovery of new flaws.
DescriptionPrimary Use CasesReviewsIndustry Fit
Task fitStrong
Adoption evidenceLimited
Product evidenceModerate
PricingLimited
Market fitStrong
Best for
Security teams rapidly checking exposure to newly disclosed known exploited vulnerabilities.
Pricing
Pricing not published
What to verify
Rapid Response is a focused KEV-testing capability; broader platform functionality should not be assumed. Pricing and customer outcomes are absent.
AI vulnerability research pipeline that brings Mythos-level protection to everyone, used for finding exploitable vulnerabilities at scale.
Why #6
62/100 evidence score
Explicitly described as an AI pipeline for exploitable-vulnerability discovery, with audit use cases spanning kernels, browsers, web infrastructure, and smart contracts.
DescriptionPrimary Use CasesReviewsIndustry Fit
Task fitStrong
Adoption evidenceLimited
Product evidenceModerate
PricingLimited
Market fitStrong
Best for
Specialist vulnerability research across low-level software and smart contracts.
Pricing
Pricing not published
What to verify
Standalone access and pricing are unclear; company research achievements and hacker-assisted audits do not establish this product's adoption or effectiveness.
