Cross-Industry Ranking · Evidence-reviewed

Remediate Vulnerabilities AI

Fix or contain exploitable weaknesses in code, cloud, applications, endpoints, or data systems. This comparison covers products mapped to the task without requiring industry-specific product evidence.

Companies collected: 12
Products compared: 14
Industries observed: 19

Market observation

Remediate Vulnerabilities is used across many kinds of businesses

The strongest evidence concerns code/AppSec fixes rather than broader infrastructure containment. Scores reflect supplied evidence strength; product-specific adoption proof and paid pricing are often missing, not evidence of poor quality.

This is a broadly applicable task. SOTA2 collected 12 companies and 14 products that address it without depending on one specific industry. We also found 1 industry-specific products across 1 industries, shown below where that narrower context may help a buyer.

1 industry-specific rankings are linked below. Each reflects the product evidence currently available for that market.

Evidence-reviewed order

Ranking

We compared 14 products from 12 companies and show the first 10 positions below.

AI SAST

Corgea

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Higher-signal static analysis with accurate fixes.

Why #1

85/100 evidence score

Review-ready fixes for business-logic and authentication flaws, 20+ language/framework support, and named production customers provide the strongest balanced evidence.

DescriptionCompliancePricingFree Plan Or Trial

Task fitStrong

Adoption evidenceStrong

Product evidenceStrong

PricingModerate

Market fitStrong

Best for: AppSec teams seeking review-ready fixes for complex code vulnerabilities.
Pricing: Free $0
What to verify: Customer metrics describe platform-level detection gains, not remediation success; paid pricing is unspecified.

DeepSource SCA

DeepSource

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Secure your software supply chain with continuous dependency scanning, reachability analysis, and automated remediation.

Why #2

83/100 evidence score

Explicit automated remediation and reachability analysis make SCA DeepSource's clearest task-specific offering, supported by substantial claimed company-level adoption.

DescriptionPricingFree Plan Or TrialIndustry Fit

Task fitStrong

Adoption evidenceStrong

Product evidenceStrong

PricingModerate

Market fitStrong

Best for: Development teams automating vulnerable-dependency remediation.
Pricing: Pay-as-you-go on Open Source; 3 targets included on Team
What to verify: The reported 7,000+ teams are company-wide; patch-validation details and actual usage prices are not supplied.

Winfunc Scanner

winfunc

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Autonomous AI agents that audit your codebase, prove vulnerabilities with executable exploits, and deliver fixes as pull requests.

Why #3

81/100 evidence score

Proves vulnerabilities with executable exploits and delivers fixes as PRs, combining SAST, SCA, triage, and automated remediation.

DescriptionPrimary Use CasesY CombinatorPricing

Task fitStrong

Adoption evidenceLimited

Product evidenceStrong

PricingStrong

Market fitStrong

Best for: Teams requiring exploit-backed findings and remediation pull requests.
Pricing: $500 one-time surface scan
What to verify: Reported vulnerability discoveries do not establish customer adoption; the $500 surface-scan price does not establish ongoing remediation costs.

ZeroPath

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AI-Native SAST & AppSec Platform - unifies SAST, SCA, secrets detection, IaC security, PR reviews, policy engine, risk management, and AI agent workflow orchestration.

Why #4

78/100 evidence score

Describes autonomous detection, verification, and fix submission alongside broad AppSec coverage, with published pricing starting at $1,000/month plus $60/developer.

DescriptionPrimary Use CasesCompliancePricing

Task fitStrong

Adoption evidenceLimited

Product evidenceStrong

PricingStrong

Market fitStrong

Best for: Teams consolidating AppSec scanning and automated fix submission.
Pricing: Starting from $1,000/mo + $60/dev
What to verify: Fix-generation claims are primarily company-level; customer deployments and patch-success metrics are not supplied.

Gecko Security

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AI-native SAST engine that builds a semantic understanding of applications to find complex vulnerabilities, business logic flaws, and multi-step attack paths across code, infras...

Why #5

73/100 evidence score

Company evidence explicitly describes exploit verification and applying working fixes; the product adds CI/CD scanning, PR/MR bots, and cross-repository context.

DescriptionPrimary Use CasesCompliancePricing

Task fitStrong

Adoption evidenceLimited

Product evidenceStrong

PricingModerate

Market fitStrong

Best for: Teams securing cross-repository applications and complex business logic.
Pricing: $0
What to verify: Fix application is described at company level; customer outcomes and paid-tier prices are not supplied.

Devin for Security

Devin

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Devin finds the vulnerabilities other tools miss, validates that they are actually exploitable at runtime, and ships remediation PRs.

Why #6

73/100 evidence score

Directly connects runtime exploitability validation to shipped remediation pull requests, providing exceptionally clear task fit.

DescriptionPrimary Use CasesSocial FollowingFree Plan Or Trial

Task fitStrong

Adoption evidenceModerate

Product evidenceModerate

PricingLimited

Market fitStrong

Best for: Engineering teams turning runtime-validated vulnerabilities into remediation PRs.
Pricing: Pricing not published
What to verify: Its large social following is not customer proof; paid pricing and remediation performance data are absent.

Red Team

Cosine

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Source-code-assisted red-team and secure remediation workflows: investigate, reproduce, remediate, verify, and report security vulnerabilities.

Why #7

72/100 evidence score

Explicitly covers investigation, reproduction, remediation, verification, and reporting, with a listed $19/month price.

DescriptionPrimary Use CasesEmployee RangeY Combinator

Task fitStrong

Adoption evidenceLimited

Product evidenceModerate

PricingStrong

Market fitStrong

Best for: Software teams wanting source-assisted investigation through remediation verification.
Pricing: $19/month
What to verify: The $19/month listing does not specify security-workflow limits; patch-delivery mechanics and customer outcomes are unclear.

Veria AI

Veria Labs, Inc.

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Autonomous penetration testing product that maps attack surfaces, proves real exploits against staging, posts findings to Slack and Linear, opens automatic patches, and performs...

Why #8

68/100 evidence score

Proves real exploits against staging, opens automatic patches, and posts findings to Slack and Linear.

DescriptionY CombinatorSocial FollowingIndustry Fit

Task fitStrong

Adoption evidenceLimited

Product evidenceStrong

PricingLimited

Market fitStrong

Best for: Teams pairing staging pentests with automatic patches and PR security reviews.
Pricing: Pricing not published
What to verify: No pricing or customer deployment evidence is supplied; company bug-discovery claims do not establish patch effectiveness.

Remediation Agent

Tolmo

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Closes findings with full context and a verified path to the fix.

Why #9

66/100 evidence score

Combines graph context, PR change review, and blast-radius analysis with autonomous remediation and verified fix generation.

DescriptionPrimary Use CasesEmployee RangeY Combinator

Task fitStrong

Adoption evidenceLimited

Product evidenceStrong

PricingLimited

Market fitStrong

Best for: Teams remediating findings spanning code, cloud, and service dependencies.
Pricing: Pricing not published
What to verify: Autonomy is mainly described at company level; product deployment results and pricing are unspecified.

#10

Qwiet AI

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AI-powered code analysis platform delivering SAST, SCA, IaC, container, and secrets scanning in a single scan, with reachability and exploitability prioritization and AI-generat...

Why #10

65/100 evidence score

Pairs reachability and exploitability prioritization with AI-generated code fixes across SAST, SCA, IaC, container, and secrets scanning.

DescriptionPrimary Use CasesIndustry Fit

Task fitStrong

Adoption evidenceLimited

Product evidenceStrong

PricingLimited

Market fitStrong

Best for: AppSec teams seeking AI code fixes alongside consolidated security scanning.
Pricing: Pricing not published
What to verify: Production-readiness is a supplied claim; patch-validation results, customer adoption proof, and pricing are not provided.

Methodology

How SOTA2 ranked this market

We first review every candidate for direct task and market fit, removing adjacent or weakly supported products. The remaining products are scored on a 100-point evidence rubric. Missing evidence stays unknown rather than becoming an invented claim.

Market compared: 12 companies · 14 products
Ranking method: AI evidence review + fixed weighted rubric

Task fitHow directly the product performs the defined task.40 points max

Adoption evidenceCustomer proof when available, plus clearly labeled public proxies.20 points max

Product evidenceCapability depth, product detail, integrations, and readiness signals.15 points max

Pricing & accessPublic pricing, free access, and buyer transparency.15 points max

Market fitCross-industry scope or verified evidence for the selected industry.10 points max

How SOTA2 ranked this market

Market compared

12 companies · 14 products

Ranking method

AI evidence review + fixed weighted rubric

Task fitHow directly the product performs the defined task.40 points max

Adoption evidenceCustomer proof when available, plus clearly labeled public proxies.20 points max

Product evidenceCapability depth, product detail, integrations, and readiness signals.15 points max

Pricing & accessPublic pricing, free access, and buyer transparency.15 points max

Market fitCross-industry scope or verified evidence for the selected industry.10 points max

Remediate Vulnerabilities is used across many kinds of businesses