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Ranking across industries

Best AI to remediate vulnerabilities

Fix or contain exploitable weaknesses in code, cloud, applications, endpoints, or data systems. We reviewed 16 products from 14 companies on a 100-point evidence score. These 10 earned a place.

Updated Oct 20, 202616 products reviewed14 companies

Market noteScores reflect documented task fit, adoption evidence, product detail, pricing and market fit. Vendor claims remain unverified unless independently corroborated. Missing evidence indicates uncertainty, not poor product quality.

  1. 1

    Gecko Security

    Documents code and infrastructure analysis, exploit verification and working fixes, with CI/CD and PR/MR scanning. The product-attributable Cal.com case describes concrete use, supporting adoption evidence without independently verified outcomes.

    Best for engineering and AppSec teams finding, validating and fixing exploitable code vulnerabilitiesFree trialFrom $100/month

    Task fit
    40/40
    Adoption
    10/20
    Evidence
    11/15
    Pricing
    11/15
    Market fit
    10/10
  2. 2

    ZeroPath

    ZeroPath explicitly detects and verifies vulnerabilities in code and submits fixes. Commenda’s named case describes actual pull-request checks, repository scans, and remediation tracking, supporting adoption under the supplied contract and a viable cross-industry business workflow.

    Best for engineering and security teams seeking code vulnerability detection, verification, and submitted fixesFrom $1,000/month

    Task fit
    40/40
    Adoption
    10/20
    Evidence
    11/15
    Pricing
    11/15
    Market fit
    10/10
  3. 3

    DeepSource SCA

    by DeepSource

    Dependency scanning and reachability analysis feed automated remediation, with the company explicitly describing AI fixes to scanned code. Business-team targeting and concrete Team pricing support broad applicability and purchasing transparency.

    Best for engineering teams seeking automated remediation of vulnerable software dependenciesFree trialFrom $24/user/month

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    15/15
    Market fit
    10/10
  4. 4

    AI SAST

    by Corgea

    AI SAST analyzes application code, identifies vulnerabilities, and generates review-ready fixes developers can apply. This supports a complete business remediation workflow. The explicit $0 price supports pricing transparency, but not fully specified commercial terms.

    Best for security and engineering teams seeking review-ready fixes for application logic and authorization vulnerabilitiesFree plan

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    11/15
    Market fit
    10/10
  5. 5

    Winfunc Scanner

    by winfunc

    Proves vulnerabilities with executable exploits and delivers fixes as PRs, combining SAST, SCA and AI triage in one remediation workflow.

    Best for teams needing exploit-backed remediation pull requestsFree trialFrom $500

    Task fit
    39/40
    Adoption
    5/20
    Evidence
    13/15
    Pricing
    11/15
    Market fit
    9/10
  6. 6

    Devin for Security

    by Devin

    The described workflow discovers vulnerabilities, validates runtime exploitability, and produces remediation PRs for business software teams. Adoption remains at 25 because supplied customer references and following are vendor-reported evidence, not inspectable corroboration.

    Best for engineering teams seeking runtime exploit validation and remediation pull requestsFree plan

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    8/15
    Market fit
    10/10
  7. 7

    Red Team

    by Cosine

    Explicitly covers investigating, reproducing, remediating and verifying vulnerabilities within an agentic engineering offering; lists a $19/month subscription and trial.

    Best for software teams wanting source-assisted investigation through verified remediationFree trialFrom $19/month

    Task fit
    37/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    11/15
    Market fit
    9/10
  8. 8

    Veria AI

    by Veria Labs, Inc.

    Veria maps attack surfaces, validates exploits against staging, routes findings to Slack and Linear, and opens automatic patches. The attributable Stoffel Labs case supports actual business use under the supplied evidence contract.

    Best for software teams seeking staging-based exploit validation and automatic patches

    Task fit
    40/40
    Adoption
    10/20
    Evidence
    11/15
    Pricing
    0/15
    Market fit
    10/10
  9. 9

    Qwiet AI

    Qwiet AI explicitly scans code and related artifacts, prioritizes findings by reachability and exploitability, and generates code fixes—a complete remediation workflow applicable across business software teams. Anonymous vendor-hosted testimonials support only limited adoption evidence.

    Best for business AppSec and development teams seeking prioritized vulnerability findings and generated code fixes

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    0/15
    Market fit
    10/10
  10. 10

    Remediation Agent

    by Tolmo

    Explicitly takes security findings through graph-context gathering, pull-request review, blast-radius analysis, and verified fix generation to resolution. The code-and-cloud workflow supports cross-industry business use; company-stage proxies provide only limited adoption evidence.

    Best for business security teams turning contextualized security findings into verified fixes and resolved tickets

    Task fit
    40/40
    Adoption
    5/20
    Evidence
    11/15
    Pricing
    0/15
    Market fit
    10/10

We reviewed 16 candidate products from 14 companies and published 10 positions. Totals include duplicate company entries and products removed during task, market and evidence review. Each company holds at most one position.