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      • Kubernetes
      • Labels
      • Mypy
      • Nix Flakes
      • Platform audit logs
      • Platform authentication
      • Platform authorization
      • Pydantic
      • Pydantic AI
      • React
      • Ruff
      • Sops
      • Starlette
      • Tree-sitter
      • Visual Studio Code
      • AWS
      • Batch
      • Bedrock
      • BigCodeBench
      • BugSnag
      • Checkly
      • Claude 3.5 Sonnet
      • Cloudflare
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      • dbt
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      • Testing our technology
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  • Compare
    • 42Crunch
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    • Kiuwan
    • Legit Security
    • Mandiant
    • Mend
    • Mindgard
    • Moderne
    • NetSPI
    • NowSecure
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    • Oligo Security
    • Orca Security
    • Oversecured
    • OX Security
    • Phoenix Security
    • PlexTrac
    • Praetorian
    • Prancer
    • Prisma Cloud
    • Probely
    • Prowler
    • ReversingLabs
    • RunSybil
    • Safety
    • Securitum
    • Seemplicity
    • Semgrep
    • Snyk
    • Socket
    • SonarQube
    • Sonatype Lifecycle
    • SOOS
    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • ThreatModeler
    • Veracode
    • White Jaguars
    • Wiz
    • Xygeni
    • ZAP
    • ZeroPath

  • Log in to the platform 
  • Home
  • Quick start
    • FAQ
      • Billing
      • Integrations
      • Platform
      • Scanner
      • Ask our pentesters to explain a vulnerability
      • Fix code with gen AI from the IDE
      • See safe dependency versions
      • Import repositories to test
      • Invite team members to sign up
      • Billing for the Advanced plan
      • Continuous Hacking free trial, plans and pricing
      • Continuous Hacking methodology
      • Continuous Hacking PoV
      • CVSSF metric
      • Glossary
      • Main website
      • Platform demo
      • Tutorial videos
      • What is DAST?
      • What is SAST?
      • What is SCA?
      • Assign vulnerability remediation to a team member
      • See details of the reported security vulnerabilities
    • Sign up to Fluid Attacks
      • Break the build
      • Install CI Gate to break the build
      • Verify whether a fix was successful
  • Find and fix
    • Use the platform
        • Sign-up and login
        • Interface and sections
        • Groups section
        • Group configuration
        • Create and delete groups
        • Create another organization
        • Portfolios
        • ToE and SBOM
        • Register payment method
        • Members
        • Understand roles
        • Group authors
        • Organization authors
        • Repositories
        • Import them with OAuth
        • Repositories out of scope
        • Credentials
        • Environments
        • Resolve events
        • Analyze your supply chain security
        • Assign treatments
        • Correlate your threat model to vulnerabilities
        • CVSS score adjustment
        • Examine the evidence of exploitability
        • Find reachable dependency vulnerabilities
        • Request a vulnerability be dismissed as Zero Risk
        • See vulnerabilities assigned to you
        • See where vulnerabilities are and more details
        • Verify fixes with reattacks
        • Vulnerability signature update
      • Help options
        • AI Agent
        • Live chat
        • Email
        • Comments
        • Talk to a Pentester
        • Tutorial videos or demo
        • Vulnerability reporting
        • Standard compliance
        • ZTNA logs
        • Recent downloads
        • Common analytics
        • Organization analytics
        • Group analytics
        • Portfolio analytics
        • Chart options
        • CI Gate configuration
        • CI Gate executions
        • Security gates
        • Vulnerability acceptance
        • Prioritization attributes
        • Explore the user menu
        • Enable and disable notifications
        • Subscribe to News
        • Leave a group
      • See vulnerabilities
        • Fluid Attacks' scanners
        • OWASP Benchmark results
        • Your feedback
      • Use the scanners
        • Local run
        • CI/CD integration
        • Understanding outputs
        • Findings exclusion
      • Use a configuration file
        • SAST scanner
        • SCA scanner
        • DAST scanner
        • APK scanner
      • Automatic remediation
      • Custom remediation guides
      • Introduction to Sorts
      • Sorts user guide
      • Connection mechanisms
      • Cloud connection
      • Egress connection
      • Connector connection
      • Types of authentication
      • AWS CodeCommit
    • Service-level agreement
      • Availability SLA
      • Response SLA
      • Accuracy SLA
      • False negatives
      • False positives
      • Scope
    • Support information
      • Changelog
        • 2023
        • 2024
        • 2025
        • 2026
      • Roadmap
      • AI functions
      • Attack surfaces
      • Binaries
      • Browsers
      • CI/CD
      • Clouds
      • CVEs for reachability
      • Evidence formats
      • Frameworks
      • IDE functionalities
      • Languages
      • Languages for fixes
      • Package managers
      • Remediation
      • SCM systems
      • Secrets
      • Standards
      • Ticketing systems
      • Documentation sections
  • Integrations
      • Bug-tracking systems
      • Tools and integrations
      • Access Talk to a Pentester and help from Jira issues
      • Automate Jira issue creation
      • Create Jira issues for vulnerabilities
      • Go to vulnerability evidence and more from Jira issues
      • Install the Fluid Attacks app for Jira Cloud
      • Link vulnerabilities to Jira issues or unlink them
      • Request reattacks from Jira issues
      • Set up the Jira integration
      • Set up the Azure DevOps integration
      • Set up the GitLab integration
    • VS Code
      • Functions
      • Troubleshooting
      • Identify and address vulnerabilities from IntelliJ
      • Install the IntelliJ plugin
      • Identify and address vulnerabilities from Cursor
      • Install the Cursor extension
      • AWS Marketplace integration
    • MCP server
      • Installation
      • Capabilities and use cases
      • Docker installation
    • PR/MR scanner
      • For GitLab
      • For Azure DevOps
      • Troubleshooting
      • File exclusion
    • API
      • Learn the basics
    • Webhooks
  • Stack
      • Bash
      • Python
      • Terraform
      • TypeScript
      • Ariadne
      • Commitlint
      • D3
      • Docker
      • ESLint
      • GraphQL
      • Hypercorn
      • Kubernetes
      • Labels
      • Mypy
      • Nix Flakes
      • Platform audit logs
      • Platform authentication
      • Platform authorization
      • Pydantic
      • Pydantic AI
      • React
      • Ruff
      • Sops
      • Starlette
      • Tree-sitter
      • Visual Studio Code
      • AWS
      • Batch
      • Bedrock
      • BigCodeBench
      • BugSnag
      • Checkly
      • Claude 3.5 Sonnet
      • Cloudflare
      • CloudWatch
      • Cost Management
      • Datadog
      • dbt
      • DynamoDB
      • EBS
      • EC2
      • EKS
      • ELB
      • Engineering metrics
      • ePayco
      • EventBridge
      • GitLab
      • GitLab CI
      • Google Workspace
      • IAM
      • Jamf
      • KMS
      • Lambda
      • LogRocket
      • Okta
      • OpenAI
      • OpenSearch
      • Organizations
      • QuickSight
      • S3
      • SageMaker
      • Snowflake
      • Statuspage
      • Step Functions
      • Stripe
      • Treli
      • Ubiquiti
      • Vanta
      • Voyage AI
      • VPC
      • VPN
      • Zoho One
      • Zoho Sign
    • Pentesting tools
  • Compliance
    • Authentication
      • Clients
      • Password policies
      • Staff
    • Authorization
      • Access revocation
      • Clients
      • Employee termination
      • Endpoints
      • Secret rotation
      • Sessions
      • Staff
    • Availability
      • Distributed apps
      • Distributed firewall
      • Everything backed up
      • Multiple zones
      • Recovery objective
    • Confidentiality
      • Device (re)enrolling
      • Direct hiring
      • Encryption at rest
      • Encryption in transit
      • No personal gain
      • Personnel NDA
      • Secure deletion
    • Integrity
      • Applicant evaluation
      • Awareness
      • Certification Hub
      • Certified cloud provider
      • Certified security analysts
      • Comprehensive reporting
      • Developing for integrity
      • Monitoring
      • Production data isolation
      • Secure emails
      • SLSA compliance
      • Standard timezone
      • Static website
      • Training plan
    • Non-repudiation
      • Everything as code
      • Extensive logs
    • Privacy
      • Data privacy policy
      • Data retention policy
      • Data use policy
      • Email obfuscation
      • Time tracking
      • Manual for the NDR
      • Subprocessor OpenAI
      • OTR messaging
      • Polygraph tests
      • Project pseudonymization
      • Data transmission
      • Unsubscribe email
      • Use of cookies
    • Resilience
      • Continuity and recovery
      • Equipment and telecommuting
      • Everything is decentralized
      • Redundant roles
    • Transparency
      • Complaint management
      • Data leakage policy
      • Ethics hotline
      • Help channel
      • Incident management
      • Information security responsibility
      • Open source
      • Quality policy
      • Status page
      • Testing our technology
      • Vulnerability releasing
  • Compare
    • 42Crunch
    • 7 Way Security
    • Aikido
    • Anvil Secure
    • Apiiro
    • AppCheck
    • Appdome
    • Appknox
    • Aqua
    • Armorcode
    • Arnica
    • Astra
    • Backslash
    • Base4
    • Bishop Fox
    • Black Duck
    • Black Hills
    • Breachlock
    • Bright Security
    • Burp Suite
    • Checkmarx
    • CloudGuard
    • Cobalt
    • Codacy
    • Conviso
    • Cure53
    • Cycode
    • Cyscope
    • Cyver
    • Data Theorem
    • DataDog
    • DeepSource
    • DefectDojo
    • Detectify
    • Devel
    • Dynatrace
    • Edgescan
    • Endor Labs
    • Escape
    • Evolve Security
    • Faraday Security
    • FortiDevSec
    • Fortify
    • GitHub Advanced Security (GHAS)
    • Ghost Security
    • GitLab Ultimate
    • GuardRails
    • HackerOne
    • Hackmetrix
    • Hadrian
    • HCL AppScan
    • Heeler
    • Hopper Security
    • ImmuniWeb
    • Inspectiv
    • Intigriti
    • Intruder
    • Invicti
    • JFrog
    • Jit
    • Kiuwan
    • Legit Security
    • Mandiant
    • Mend
    • Mindgard
    • Moderne
    • NetSPI
    • NowSecure
    • Nucleus Security
    • Oligo Security
    • Orca Security
    • Oversecured
    • OX Security
    • Phoenix Security
    • PlexTrac
    • Praetorian
    • Prancer
    • Prisma Cloud
    • Probely
    • Prowler
    • ReversingLabs
    • RunSybil
    • Safety
    • Securitum
    • Seemplicity
    • Semgrep
    • Snyk
    • Socket
    • SonarQube
    • Sonatype Lifecycle
    • SOOS
    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • ThreatModeler
    • Veracode
    • White Jaguars
    • Wiz
    • Xygeni
    • ZAP
    • ZeroPath

  • Log in to the platform 
CompareGuardRails

GuardRails

Last updated: Mar 5, 2026

How does Fluid Attacks’ solution compare to GuardRails’s? The following comparison table enables you to discern the performance of both providers across various attributes essential for meeting your company’s cybersecurity needs. To better understand each attribute, read their descriptions in the dedicated page .

CriteriaFluid Attacks EssentialFluid Attacks AdvancedGuardRails
AccuracyOur SAST tool achieved the best possible result against the OWASP Benchmark: a TPR (True Positive Rate) of 100% and an FPR (False Positive Rate) of 0% .We identify 90% of the evaluated systems’ risk exposure. (Accuracy is calculated with the F1 score. Risk exposure is calculated with the formula CVSSF=4^(CVSS-4) ).They do not show information regarding false positive or false negative rates.
Binary SASTYes. We support APK files.Yes. Its capability is equal to that of the Essential plan.No
Languages (Source SAST)Yes . We support the following languages and technologies : Android, C#, CloudFormation, Configuration files, Dart, Docker, Docker Compose, Go, HTML, HTML5, jBASE, Java, JavaScript, Kotlin, Kubernetes, PHP, Python, Razor, Shell Scripting, Storybook, Swift, Terraform, TypeScript and YAML.Yes . We support all languages and technologies supported in the Essential plan, as well as the following: ABAP, ActionScript, Apex, Assembler, ATS, Awk, C, C++, Clean, ClojureScript, Colm, cScript, Dale, Elvish, F#, Falcon, Fish, Fortran, Guile, Hana SQL Script, Haskell, Haxe, Idris, Ion, Janet, JCL, Joker, JScript, JSP, Lisp, Lobster, Natural, Nim, Objective C, Pascal, Perl, PL-SQL, PL1, PL/SQL, PowerScript, PowerShell, Prolog, R, RC, RPG4, Rust, Scala, SQL, SQR, Standard ML, T24, TAL, tcsh, Transact-SQL, VB.NET, VBA, VisualBasic 6, XML, among others.Yes . They support the following languages  and technologies : .Net, Ansible, Apex, Android, ARM , C, C++, CloudFormation , Go, Google Deployment Manager , iOS, Java, Javascript, Kubernetes, PHP, Python, Ruby, Rust, Solidity, Terraform  and Typescript.
Frameworks (Source SAST)Yes . We support the following frameworks : .NET, .NET Core, Angular, ASP.NET, Bootstrap, Django, Express, FastAPI, Flask, Flutter, Ktor, Laravel, Nest, Next.js, Node.js, React Native, React.js, Spring, Spring Boot and Vue.js.Yes . We support all frameworks supported in the Essential plan, as well as the following: Apache Struts, Ember.js, Gatsby, Meteor, Phoenix, Ruby Sinatra, Ruby on Rails, Svelte, Symfony, Tornado, among others.Yes . They support the following frameworks : .NET, Ruby on Rails , among others.
DASTYes . We scan unauthenticated HTTP endpoints, including headers, DNS records, HTML content, and SSL connections for encryption suites, protocols, and X509 certificates.Yes . Its capability is equal to that of the Essential plan.Yes . Their solution is in beta version  and scans authenticated  and unauthenticated  HTTP  endpoints, including headers  and HTML content. They also cover REST API , SOAP API  and GraphQL API .
IASTNoNoNo
SCAYes . We support the following package managers : Cargo, Composer, Conan, Docker Images, GitHub Actions, Go, Gradle, Hex, Maven, NPM, NuGet, pNPM, pip, Poetry, Pub, RubyGems, SBT, SwiftPM and Yarn.Yes . Its capability is equal to that of the Essential plan.Yes . They support the following package managers : Cargo, CocoaPods, Conan, Composer, dpkg, Go, Gradle, Maven, NuGet, npm, pip, Pub, RedHat RPM, RubyGems, SwiftPM and Yarn.
PTaaSNoYes No
Reverse engineeringNoYes No
Secure code reviewNo  Yes No
CSPM  Yes   Yes No
ASPM  Yes   Yes No
SCM integrationsAzure DevOps , Bitbucket , GitHub  and GitLab It offers the same integrations  as the Essential plan.Azure DevOps , GitHub , GitLab  and Bitbucket 
Ticketing integrationsAzure DevOps work items , GitLab issues  and Jira It offers the same integrations  as the Essential plan.Jira 
ChatOps integrationsNoNoSlack 
IDE integrationsVS Code It offers the same integration  as the Essential plan.No
CI/CD integrationsAWS CodePipeline, Bamboo, CircleCI, GitHub Actions, GitLab CI, Jenkins, TeamCity, Travis CI, and any other CI/CD system that supports Docker It offers the same integrations  as the Essential plan.AzureDevOps pipelines , Bitbucket pipelines , GitHub Actions  and GitLab CI 
Cloud IntegrationsAWS, Azure and GCP It offers the same integrations  as the Essential plan.No
Compliance integrationsNoNoNo
SCA integrationsNative scanner  (included, no integration needed)Its capability is equal  to that of the Essential plan.Native scanner  (included, no integration needed)
SAST integrationsNative scanner  (included, no integration needed)Its capability is equal  to that of the Essential plan.Native scanner  (included, no integration needed)
DAST integrationsNative scanner  (included, no integration needed)Its capability is equal  to that of the Essential plan.Native scanner  (included, no integration needed)
IAST integrationsNoNoNo
Secrets integrationsNative scanner  (included, no integration needed)Its capability is equal  to that of the Essential plan.Native scanner  (included, no integration needed)
Container integrationsNative scanner  (included, no integration needed)Its capability is equal  to that of the Essential plan.No
CSPM integrationsNative scanner  (included, no integration needed)Its capability is equal  to that of the Essential plan.No
ComplianceWe validate some requirements  based on these standards and guidelines : Agile Alliance, BSIMM, BIZEC-APP, BSAFSS, CAPEC™, CASA, C2M2, CCPA, CERT-C, CERT-J, CIS, CMMC, CPRA, CWE™, CWE TOP 25, ePrivacy Directive, FACTA, FCRA, FedRAMP, FERPA, FISMA, GDPR, GLBA, HIPAA, HITRUST CSF, ISA/IEC 62443, ISO/IEC 27001, ISO/IEC 27002, ISSAF, LGPD, MITRE ATT&CK®, MISRA-C, MVSP, NERC CIP, NIST 800-53, NIST 800-63B, NIST 800-115, NIST 800-171, NIST CSF, NIST SSDF, NYDFS, NY SHIELD Act, OSSTMM3, OWASP API Security Top 10, OWASP ASVS, OWASP MASVS, OWASP-M TOP 10, OWASP SAMM, OWASP SCP, OWASP Top 10 Privacy Risks, OWASP TOP 10, PA-DSS, PCI DSS, PDPA, PDPO, POPIA, PTES, Resolution SB 2021 2126, SANS 25, SIG Core, SIG Lite, SOC2®, SWIFT CSCF, WASC and WASSEC.We validate all the requirements  according to the same standards and guidelines  as the Essential plan.They validate requirements based on these standards and guidelines : CWE , CWE TOP 25 , GDPR , HIPAA , ISO/IEC 27001 , ISO/IEC 27002 , NIST 800-53 , OWASP ASVS , OWASP TOP 10 , PCI DSS , SOC2  ® , among others.
Certifications or attestationsSOC 2 Type II  and SOC 3 It is covered by the same certifications and attestations  as the Essential plan.No
MarketplacesAWS It is available in the same marketplace  as the Essential plan.AWS , Azure  and GitHub 
Fast and automatic Yes  Yes Yes 
RemediationWe provide detailed documentation  on fixes and features both on our platform and in our IDE extension , which uses generative AI to offer custom step-by-step correction guidance . Additionally, our IDE extension leverages gen AI to offer automated fixes  capabilities.In addition to the Essential plan features, we offer the option of “Talk to a hacker ” in which our experts help clients understand how to remediate the most challenging vulnerabilities.They provide detailed documentation  on fixes and features within their platform.
CI/CD securityWe can integrate with CI/CD systems  and trigger a build pipeline failure to prevent from deploying a noncompliant software version into production (break the build ).Its capability is equal  to that of the Essential plan.They can integrate with CI/CD systems  and trigger a build pipeline failure to prevent from deploying a noncompliant software version into production (break the build ).
Vulnerability detection method  Automated tools Hybrid  (automated tools + AI + human intelligence)Automated tools 
Vulnerability chainingNoBy combining vulnerabilities A and B , we discover a new, higher impact vulnerability C.No
Delivery of evidenceOur evidence is delivered in (a) PDF executive reports , (b) XLSX technical reports , (c) code pieces  and (d) graphs and metrics of the system’s security status .We deliver all the types of evidence mentioned in the Essential plan, and additionally, (a) video recordings of the attack  and (b) screenshots with explanatory annotations .Their evidence is presented through graphs and metrics , and there is no information available on the formats for exporting this evidence.
ExploitationNoWe can do exploitation  as long as the client provides an available environment.No
Zero-day vulnerabilitiesNoOur security researchers search for zero-day vulnerabilities  in open-source software.No
AI/ML triageNoUsing artificial intelligence (AI), we prioritize  potentially vulnerable files for assessment. Our AI is specially trained by machine learning (ML) with thousands of snippets of vulnerable code.No
DeploymentSaaS Same as the Essential plan .SaaS  and on-premises 
Open sourceYes . MPL-2.0 license . Totally equivalent to the paid version .Yes . MPL-2.0 license . Partially equivalent to the paid version .No
Year founded2001 Same founding year as the Essential plan .2017 
Number of employees139 Same number of employees as the Essential plan .16 
Other servicesFocus on automated offensive testing  for applications in development.Focus on both automated and manual offensive testing  for applications in development.Focus on automated offensive testing  for applications in development.
Reputation sites (On a scale of 1 to 10)Between 9.16 and 10.00 based on 31 reviews over 6.3 years from the following 3 sources: Clutch , Gartner Peer Insights  and PeerSpot .Same reviews and ratings as the Essential plan.Between 8.88 and 9.72 based on 34 reviews over 3.9 years from the following 4 sources: G2 , PeerSpot , Software Advice  and TrustRadius .
Status pageYes Yes Yes 
Demo  Yes   Yes Yes 
Free trial  Yes PoV Yes 

References were last checked on Sep 18, 2024.

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