Quick Verdict
Semgrep and Fortify represent two fundamentally different philosophies in application security testing. Semgrep is an open-source-first, developer-centric SAST platform built for speed, programmability, and tight CI/CD integration. Fortify is a 25-year-old enterprise SAST platform from OpenText (formerly Micro Focus, formerly HP) built for depth, compliance, and breadth across legacy and modern languages alike.
The comparison matters because organizations upgrading or right-sizing their SAST programs frequently evaluate both tools. Semgrep is increasingly the recommendation from developer-centric security teams and DevSecOps practitioners. Fortify remains the incumbent in regulated industries, government, and enterprises where compliance audit trails and comprehensive language coverage are non-negotiable. Understanding the real differences - not just the marketing positioning - is essential for making the right call.
Choose Semgrep if: you need fast pull-request scanning, want developers to write their own security rules, run modern cloud-native stacks in Python, JavaScript, Go, or Java, value open-source transparency, or want to pay per contributor rather than per enterprise contract.
Choose Fortify if: you operate in a regulated industry requiring FedRAMP, FISMA, or DoD STIG compliance artifacts, have legacy codebases in COBOL, ABAP, or Apex, need bundled SAST plus DAST in one platform, or your organization's governance model requires a centralized AppSec platform with a dedicated security team managing findings.
The realistic middle ground: Many large organizations run Fortify as their compliance and governance platform while adopting Semgrep for pull-request-level developer feedback loops. The two tools are complementary when deployed at different stages of the SDLC.
At-a-Glance Comparison
| Category | Semgrep | Fortify |
|---|---|---|
| Vendor | Semgrep, Inc. | OpenText (formerly Micro Focus/HP) |
| Founded | 2020 (commercial) | 1995 (as SPI Dynamics, acquired by HP 2007) |
| Type | SAST (and SCA, Secrets) | SAST + DAST (Fortify WebInspect) |
| Languages | 30+ modern languages | 33+ including legacy (COBOL, ABAP, Apex, RPG) |
| Open source | Yes - Community Edition (LGPL-2.1) | No - fully proprietary |
| Custom rules | Yes - YAML, developer-friendly | Yes - XML-based, requires Fortify expertise |
| Cross-file analysis | Yes (Pro engine, paid tier) | Yes (all tiers) |
| Taint tracking | Yes (Pro engine) | Yes (full semantic data flow) |
| AI triage | Yes - Semgrep Assistant (paid) | Limited - partner integrations |
| DAST | No | Yes - Fortify WebInspect |
| SCA | Yes - Semgrep Supply Chain (paid) | Partial - integrates with third-party SCA |
| Secrets detection | Yes - Semgrep Secrets (paid) | No native secrets detection |
| CI/CD integration | Native - fast, PR-level comments | Yes - ScanCentral SAST, slower scan times |
| Scan speed | Minutes per PR | 20-60 minutes (full scan) |
| Deployment | SaaS, on-premise, hybrid | On-premise (SCA), SaaS (Fortify on Demand) |
| Free tier | Yes - Community Edition + Team free for 10 contributors | No |
| Pricing | $35/contributor/month (Team) | Custom enterprise (typically $500-2,000+/dev/year) |
| Compliance reporting | OWASP, CWE, PCI DSS, HIPAA, SOC 2 | OWASP, CWE, PCI DSS, FISMA, FedRAMP, DoD STIG |
| Gartner Magic Quadrant | Not listed (category: Challengers/Niche) | Leader (11 consecutive years as of 2025) |
| Best for | DevSecOps, developer-first security, modern stacks | Regulated industries, enterprise governance, legacy languages |
What Is Semgrep?
Semgrep is a multi-language, programmable static analysis engine built for application security. Originally developed at Facebook as a tool for large-scale code analysis and now maintained by Semgrep, Inc. (formerly r2c), it takes an approach to SAST that prioritizes developer accessibility, speed, and open-source transparency over the monolithic enterprise platforms that dominated the category for two decades.
Semgrep's core insight is that security rules should look like the code they are analyzing. Instead of requiring security engineers to learn a proprietary rule language or XML schema, Semgrep rules are written in YAML using patterns that mirror the syntax of the target language. A rule to detect SQL injection in Python literally contains Python-shaped code with metavariables. A rule to detect XSS in JavaScript looks like JavaScript with wildcards. This makes rules readable and writable by any developer familiar with the target language.
Semgrep operates across three tiers:
Community Edition (free, open source under LGPL-2.1): The core Semgrep engine with 2,800+ community rules, single-file analysis, CLI and CI/CD integration, and no account or login required. This is the tier many developers encounter first and it provides meaningful security coverage at zero cost.
Team ($35/contributor/month, free for up to 10 contributors): The full Semgrep AppSec Platform. Adds the Pro engine with cross-file dataflow analysis and taint tracking, Semgrep Assistant (AI-powered triage and remediation guidance), 20,000+ Pro rules maintained by Semgrep's security research team, Semgrep Supply Chain (SCA with reachability analysis), Semgrep Secrets (credential detection with live validation), and centralized dashboards with policy enforcement.
Enterprise (custom pricing): SSO/SAML integration, custom deployment options including air-gapped environments, advanced compliance reporting, dedicated support, and SLA guarantees.
The most significant technical capability in Semgrep's paid tier is taint tracking in the Pro engine. A taint rule specifies sources (where untrusted data enters the application) and sinks (dangerous operations that must not receive untrusted data), and Semgrep traces data flow between them across file and function boundaries. This is the mechanism that makes SAST actually catch real-world injection vulnerabilities in well-architected applications where user input travels through multiple layers before reaching a dangerous operation.
For a complete breakdown of Semgrep's capabilities and pricing, see our Semgrep review and Semgrep pricing guide.
What Is Fortify?
Fortify is OpenText's enterprise application security testing platform, comprising Fortify Static Code Analyzer (SAST), Fortify WebInspect (DAST), and Fortify Software Security Center (the centralized management dashboard). The underlying technology traces its roots to Fortify Software, founded in 2003 and acquired by HP in 2010, then by Micro Focus in 2017, then by OpenText in 2023. Through these ownership changes, Fortify has maintained its position as a Gartner Magic Quadrant Leader in Application Security Testing for over a decade.
Fortify's SAST engine performs deep semantic analysis using a proprietary dataflow analysis approach called Interprocedural Dataflow Analysis (IDA). Unlike pattern-matching approaches, Fortify builds a complete model of how data flows through the application - tracking values across function calls, object instantiation, framework callbacks, and framework-specific APIs. This model enables Fortify to detect vulnerabilities that require understanding complex application behavior, not just syntactic patterns.
The breadth of Fortify's language support is a key differentiator. Beyond the modern languages covered by most SAST tools, Fortify supports COBOL, ABAP (SAP), Apex (Salesforce), RPG (IBM iSeries), VBScript, ColdFusion, and Classic ASP - languages common in financial services, government, insurance, and manufacturing organizations that have decades of investment in legacy codebases. For many of these organizations, Fortify is the only enterprise SAST tool that actually covers their entire application portfolio.
Fortify Software Security Center (SSC) is the enterprise management layer: a web application where security teams triage findings, assign remediation ownership, track fix progress, generate compliance reports, enforce security gates, and monitor application security posture across all applications in the portfolio. SSC is what makes Fortify a governance platform, not just a scanner - it creates the audit trail and visibility that compliance frameworks require.
The trade-off for this depth and breadth is cost, complexity, and speed. Fortify deployments require significant infrastructure investment, dedicated security engineering resources for tuning, and scan times measured in hours rather than minutes for large applications.
Feature-by-Feature Breakdown
Static Analysis Depth and Accuracy
Both Semgrep and Fortify perform taint-based dataflow analysis in their respective paid tiers, but the depth of that analysis differs significantly.
Fortify's interprocedural dataflow analysis models the complete call graph of an application and tracks data flow through all paths, including through framework callbacks, reflection-based invocations, and complex object instantiation patterns. Fortify has 25+ years of rule development specifically targeting the vulnerability patterns that appear in enterprise Java, .NET, and C/C++ applications. The rule set includes over 1,500 vulnerability categories across 33 languages. This depth means Fortify can detect subtle vulnerabilities that require understanding how a Java EE application server dispatches requests, how Spring Security intercepts method calls, or how .NET framework handles deserialization - patterns that require deep framework-specific knowledge built over years.
Semgrep's Pro engine taint tracking is effective and practical for modern application stacks. Semgrep traces data from configured sources to configured sinks across file and function boundaries, covering the injection vulnerability patterns that appear in Python, JavaScript, Go, and Java web applications. The taint tracking is less comprehensive than Fortify's interprocedural analysis for complex patterns involving reflection, framework callbacks, or multi-step object transformation, but it covers the vast majority of real-world injection vulnerabilities that appear in code review.
For most modern applications written in Python, JavaScript, TypeScript, Go, or Java, the practical difference in detection coverage is smaller than the marketing positioning suggests. Both tools catch SQL injection, command injection, path traversal, XSS, and deserialization vulnerabilities when properly configured. The gap widens for complex enterprise Java or .NET applications with heavy use of dependency injection frameworks, reflection, and enterprise design patterns - where Fortify's deeper model captures more behavioral context.
Language and Framework Coverage
This is one of Fortify's clearest advantages over Semgrep in heterogeneous enterprise environments.
Semgrep supports 30+ languages focused on modern development: Python, JavaScript, TypeScript, Java, Go, Ruby, C, C++, C#, PHP, Rust, Kotlin, Swift, Scala, Terraform, Kubernetes manifests, Dockerfiles, and others. This covers essentially the entire modern cloud-native development stack.
Fortify adds coverage for languages common in enterprise and legacy environments that Semgrep does not support:
- COBOL - mainframe business logic in banking, insurance, and government
- ABAP - SAP enterprise application development
- Apex - Salesforce platform development
- RPG - IBM iSeries (AS/400) business applications
- Classic ASP and VBScript - legacy web applications from the late 1990s and 2000s
- ColdFusion - legacy web application framework still common in government and media
- PL/SQL and T-SQL - stored procedures in Oracle and SQL Server databases
For organizations with any of these legacy languages in their portfolio, Fortify is often the only option. A financial institution with 30 million lines of COBOL supporting core banking systems needs SAST coverage for that code, and Semgrep does not provide it.
Custom Rule Authoring
The difference in custom rule authoring accessibility is one of the most significant practical distinctions between the two tools.
Semgrep's YAML-based rule authoring is designed to be accessible to any developer who can read the target language. A Semgrep rule that detects improper use of an internal authentication function looks like Python with wildcards:
rules:
- id: missing-auth-check
pattern: |
def $FUNC(request, ...):
...
return $RESPONSE
pattern-not: |
def $FUNC(request, ...):
...
require_authenticated_user(request)
...
return $RESPONSE
message: "Handler function $FUNC returns a response without calling require_authenticated_user()"
severity: ERROR
languages: [python]
A developer familiar with Python can understand this rule immediately. Writing a new rule takes minutes to hours. The Semgrep Playground at semgrep.dev provides an interactive environment for testing rules against sample code before deployment. This accessibility enables security champions within product teams to write and maintain security rules relevant to their codebase, distributing security knowledge across the organization.
Fortify's custom rule authoring uses an XML-based rule description language edited through Fortify Custom Rules Editor. Writing effective Fortify custom rules requires understanding Fortify's internal analysis model - concepts like taint propagation functions, source descriptors, sink descriptors, and pass-through functions. This is specialized knowledge typically possessed by Fortify-trained security engineers or consultants, not general application developers. Custom Fortify rules are powerful but the barrier to creation is high. Most organizations that use Fortify rely primarily on OpenText's maintained rule pack rather than custom rules.
Scan Speed and CI/CD Integration
Scan speed is a critical operational factor for organizations that want security integrated into developer workflows, not just compliance checkboxes.
Semgrep scans are fast. The Community Edition scans a medium Java project (100,000 lines) in 60-90 seconds. The Pro engine with cross-file analysis adds some overhead, typically scanning the same project in 3-8 minutes. Semgrep's diff-aware mode scans only changed files in a PR, keeping PR-level scan times under 2 minutes even on large codebases. This makes Semgrep practical for blocking on security findings before merge.
Fortify scans are thorough but slow. A full Fortify SCA scan of a medium Java project (100,000 lines) typically takes 20-45 minutes. Large enterprise applications (1 million+ lines) can take 2-4 hours for a full scan. This is a consequence of the depth of analysis Fortify performs - building a complete interprocedural dataflow model takes time. Fortify addresses this with incremental scanning capabilities, but full scans are typically reserved for scheduled pipelines or release gates rather than every pull request.
The CI/CD integration experience follows from scan speed. Semgrep is designed for pull-request-level feedback with inline comments and policy enforcement per PR. Fortify's recommended CI/CD pattern is to fail builds based on finding thresholds in SSC and run full scans nightly or on release branches, with developers reviewing findings in SSC rather than as inline PR comments.
For organizations building DevSecOps programs where developers get security feedback within the pull request, Semgrep's speed advantage is a fundamental enabler. For organizations with traditional AppSec programs where a security team manages and triages findings centrally, Fortify's model is more appropriate.
Compliance Reporting and Governance
This is one of Fortify's genuine strengths that Semgrep has not fully replicated.
Fortify Software Security Center provides compliance reporting for OWASP Top 10, CWE Top 25, SANS Top 25, PCI DSS, HIPAA, DISA STIG, FedRAMP, FISMA, NIST 800-53, and other frameworks. These reports are specifically formatted to satisfy compliance auditors and regulators, with the audit trail documentation and issue history that compliance frameworks require. Fortify's reports are accepted by federal agencies, defense contractors, and regulated financial institutions as documentation of SAST program compliance.
Semgrep's Enterprise tier provides compliance reporting for OWASP Top 10, CWE Top 25, PCI DSS, HIPAA, and SOC 2. The reporting is functional and covers the requirements for most commercial organizations. However, Semgrep lacks the specific FedRAMP, DoD STIG, and FISMA-specific report formats that federal agencies and defense contractors require. For organizations subject to ITAR, FedRAMP Authorization, or ATO (Authority to Operate) processes, Fortify's compliance artifacts carry institutional credibility with auditors that Semgrep's reports may not.
For commercial organizations, SaaS companies, or organizations whose compliance requirements are limited to PCI DSS, HIPAA, or SOC 2, Semgrep Enterprise covers the practical compliance needs. For organizations in the US federal government, defense industrial base, or critical infrastructure sectors with specific NIST and DISA requirements, Fortify's compliance positioning is a meaningful differentiator.
Pricing Comparison
Semgrep Pricing
| Tier | Price | What You Get |
|---|---|---|
| Community Edition | Free | OSS engine (LGPL-2.1), 2,800+ community rules, single-file analysis, CLI and CI/CD integration |
| Team | $35/contributor/month (free for first 10 contributors) | Cross-file taint analysis, Pro engine, 20,000+ Pro rules, Semgrep Assistant (AI triage), Semgrep Supply Chain (SCA with reachability), Semgrep Secrets, centralized dashboard |
| Enterprise | Custom | Everything in Team plus SSO/SAML, air-gapped deployment, advanced compliance reporting, dedicated support, SLA guarantees |
Semgrep's pricing is transparent, per-contributor, and scales linearly. A 50-person engineering team using Semgrep Team pays $21,000/year. A 200-person team pays $84,000/year. There are no per-application fees, no separate scan fees, and no professional services requirements for basic deployment.
Fortify Pricing
Fortify pricing is entirely custom, negotiated through OpenText sales. There is no public pricing. Based on market data and practitioner reports:
- Small enterprise (50-100 developers): typically $100,000-300,000/year
- Mid-market (100-500 developers): typically $300,000-800,000/year
- Large enterprise (500+ developers): typically $800,000-2,000,000+/year
Fortify on Demand (SaaS version) has lower infrastructure costs but similar per-application or per-developer licensing fees. Professional services for initial deployment, tuning, and training typically add $50,000-150,000 to first-year costs.
The total cost of ownership difference is substantial. A 200-person engineering organization would pay roughly $84,000/year for Semgrep Enterprise versus $500,000-800,000/year for an equivalent Fortify deployment - a 6x to 10x difference. This cost difference is the primary reason organizations that do not have specific compliance or legacy language requirements increasingly choose Semgrep over Fortify.
Cost Comparison at Different Team Sizes
| Team Size | Semgrep Community | Semgrep Team | Fortify (estimated) |
|---|---|---|---|
| 10 developers | $0 | $0 (free tier) | N/A (minimum contract thresholds apply) |
| 50 developers | $0 | $21,000/year | $150,000-300,000/year |
| 100 developers | $0 | $42,000/year | $300,000-500,000/year |
| 200 developers | $0 | $84,000/year | $500,000-800,000/year |
| 500 developers | $0 | $210,000/year | $1,000,000-2,000,000+/year |
Alternatives to Consider
If neither Semgrep nor Fortify is the right fit, several alternatives are worth evaluating.
Checkmarx is the closest direct competitor to Fortify in enterprise SAST. It provides comparable language coverage, compliance reporting, and enterprise governance features. Checkmarx has invested heavily in incremental scanning and developer-facing IDE plugins to close the DevSecOps gap. See our Semgrep vs Checkmarx comparison for details.
Veracode competes directly with Fortify in the enterprise segment, with a strong SaaS-first deployment model and unique binary analysis capability (scanning compiled artifacts rather than requiring source code). See our Snyk vs Veracode comparison for context on this tier of enterprise tools.
SonarQube is a strong mid-market option that provides SAST alongside code quality metrics, code coverage tracking, and quality gate enforcement. SonarQube Enterprise covers OWASP and CWE reporting at a price point significantly below Fortify. See our SonarQube vs Fortify comparison for a detailed breakdown.
Snyk Code is a developer-first SAST tool with strong cross-file analysis and a developer-friendly UI. Snyk's DeepCode AI engine performs interfile dataflow analysis and pairs naturally with Snyk Open Source for SCA. See our Snyk vs Fortify comparison for context.
CodeAnt AI is a newer platform combining AI-powered code review, SAST, secrets detection, and infrastructure analysis at $24-40/user/month (Premium plan). For organizations that want integrated code review plus security scanning without the complexity or cost of Fortify, CodeAnt AI bundles multiple capabilities in a single tool. It is not a replacement for Fortify in compliance-heavy environments, but for engineering-led organizations that primarily need standard OWASP-level checks alongside AI-powered PR review, CodeAnt AI is a cost-effective consolidation option.
For broader context on the SAST landscape, see our best SAST tools comparison and our Semgrep alternatives guide.
Use Cases - When to Choose Each
When Semgrep Is the Right Choice
Modern cloud-native applications in Python, JavaScript, Go, or Java. Semgrep's language coverage and rule library fully address modern web application stacks. The framework-specific rules for Django, Flask, FastAPI, Express, React, Spring Boot, and others provide coverage that goes beyond generic OWASP patterns. For organizations building on AWS, GCP, or Azure with containerized microservices, Semgrep covers the stack comprehensively.
Developer-first or DevSecOps security programs. If your security philosophy is to give developers security feedback early and often - in their IDE, in pre-commit hooks, and in pull request comments - Semgrep's speed, native PR integration, and accessible rule authoring make it the operational choice. Developers can write their own rules, contributing to the security program rather than just consuming findings from a security team's black box.
Organizations with budget constraints. For teams under 10 contributors, the full Semgrep Team platform is free. For larger teams, $35/contributor/month is a fraction of Fortify's cost. Organizations that cannot justify Fortify's enterprise licensing but need more than free tools can provide will find Semgrep Team the best value in enterprise SAST.
Teams that need custom security policies encoded in automation. If your organization has internal API standards, required authentication patterns, or compliance-specific code requirements that need to be enforced at scale, Semgrep's developer-accessible rule authoring lets engineering teams encode these policies themselves. Security champions can maintain rules relevant to their domain without requiring a dedicated security engineering team.
Multi-language modern stacks without legacy code. If your entire portfolio runs on modern languages and frameworks, Fortify's additional language coverage for COBOL, ABAP, and similar provides zero value. Semgrep's language coverage is complete for modern stacks, and paying for Fortify's legacy language support is paying for a capability you do not use.
When Fortify Is the Right Choice
Regulated industries with specific compliance mandates. Organizations subject to FedRAMP, DoD STIG, FISMA, ITAR, or banking-specific regulatory requirements often need Fortify specifically because compliance frameworks and auditors recognize its certification status and report formats. Semgrep Enterprise covers PCI DSS and SOC 2, but the US federal government compliance ecosystem is built around tools like Fortify and Checkmarx.
Portfolios with significant legacy codebases. Any organization with substantial COBOL, ABAP, Apex, or RPG code needs a SAST tool that covers those languages. Fortify is the primary enterprise SAST tool that does. Running Semgrep for modern applications and accepting no SAST coverage for legacy applications is a compliance risk for many organizations.
Organizations requiring bundled SAST plus DAST. Fortify's combination of Static Code Analyzer and WebInspect provides both source code analysis and dynamic runtime testing in a single vendor relationship with unified reporting in SSC. For organizations that require both SAST and DAST as part of their application security program, Fortify's bundled approach simplifies procurement and provides correlated findings between static and dynamic analysis.
Large enterprises with dedicated AppSec teams. Fortify's centralized governance model assumes a dedicated application security team that manages the scanning platform, triages findings, assigns remediation ownership, and reports to compliance stakeholders. Organizations with this team structure get significant value from Fortify SSC's workflow management and compliance reporting. Organizations without a dedicated AppSec team will struggle to operate Fortify effectively.
Acquisitions and mergers requiring a common platform. Large enterprises acquiring companies with heterogeneous technology stacks benefit from Fortify's breadth - a single platform that can cover the legacy COBOL of an acquired bank, the ABAP of an acquired manufacturer, and the Java of a newly acquired SaaS startup, all under one management dashboard and reporting framework.
When to Use Both Together
Some large organizations deploy both tools for different purposes within the same SDLC:
Semgrep for developer feedback loops: Semgrep runs on every pull request, providing fast, inline security feedback to developers within minutes. It catches the injection vulnerabilities, insecure configurations, and anti-patterns that matter at the development stage. Developers interact with Semgrep findings as part of their normal code review workflow.
Fortify for compliance and governance: Fortify runs nightly or on release branches, generating the compliance artifacts, audit trails, and SSC dashboard that the security team and compliance stakeholders require. Fortify's comprehensive scan covers the breadth of the application portfolio including legacy components and provides the report formats that regulators accept.
This layered approach is more expensive than either tool alone but addresses the full spectrum of requirements in large regulated enterprises - developer velocity through Semgrep, compliance assurance through Fortify.
The Verdict
Semgrep and Fortify are not competing for exactly the same buyer, which is why both tools continue to thrive in the market.
Semgrep wins on cost, developer experience, CI/CD integration speed, open-source transparency, custom rule accessibility, and total cost of ownership. For any organization running modern cloud-native applications, building a DevSecOps program, or scaling security without scaling security headcount, Semgrep is the operationally superior choice in 2026. The free Community Edition and the $35/contributor/month Team tier make professional-grade SAST accessible at every organization size.
Fortify wins on legacy language coverage, compliance artifact credibility in regulated industries, bundled SAST plus DAST capability, centralized governance for large AppSec programs, and the institutional weight that comes from 11 consecutive years as a Gartner Magic Quadrant Leader. For organizations in the US federal government, defense sector, banking, or insurance with legacy codebases and regulatory mandates, Fortify's capabilities justify its cost premium.
For startups and growth-stage companies: Start with Semgrep Community Edition - it is free and provides meaningful SAST coverage. Add Semgrep Team at $35/contributor/month when you exceed 10 contributors and need cross-file taint analysis. You do not need Fortify at this stage.
For mid-market organizations (50-500 developers) on modern stacks: Semgrep Team or Semgrep Enterprise is the right choice. The 5-10x cost savings compared to Fortify fund other security investments. Fortify's capabilities in this tier add marginal detection value that does not justify the cost for modern application stacks.
For large enterprises with mixed legacy and modern portfolios: Evaluate whether your legacy language coverage requirements and compliance mandates genuinely require Fortify, or whether SonarQube Enterprise combined with Semgrep covers your practical requirements at lower cost. If you have significant COBOL, ABAP, or federal compliance requirements, Fortify is likely unavoidable. If your "legacy" code is Java 8 or .NET Framework, Semgrep covers it.
For organizations in federal government or regulated industries with FedRAMP or DISA STIG requirements: Fortify remains the standard. Semgrep Enterprise is improving its compliance story but has not yet displaced Fortify in this segment.
For teams evaluating SAST more broadly, see our best SAST tools comparison, our Semgrep vs Checkmarx comparison, our Semgrep vs SonarQube comparison, and our how to set up Semgrep guide for implementation details.
Further Reading
- I Reviewed 32 SAST Tools - Here Are the Ones Actually Worth Using (2026)
- 10 Best Checkmarx Alternatives for SAST in 2026
- 10 Best Veracode Alternatives for Application Security (2026)
- Checkmarx vs Veracode: Enterprise SAST Platforms Compared in 2026
- Codacy vs Checkmarx: Developer Code Quality vs Enterprise AppSec in 2026
Frequently Asked Questions
Is Semgrep a real enterprise SAST tool or just a dev tool?
Semgrep is a genuine enterprise SAST platform, not just a developer utility. Semgrep's Team and Enterprise tiers provide cross-file taint analysis, AI-powered triage (Semgrep Assistant), centralized dashboards, SSO/SAML, compliance reporting, SCA with reachability analysis, and secrets detection with validation. Large organizations including Lyft, Dropbox, and Figma use Semgrep at scale. The distinction from Fortify is not enterprise readiness - both are enterprise-capable - but rather philosophy and deployment model. Semgrep prioritizes developer experience, speed, and open-source transparency. Fortify prioritizes compliance audit trails, breadth of language and framework coverage, and deep integration with enterprise governance workflows. Both can operate at enterprise scale; the question is which model fits your security team's operating model.
How does Fortify's accuracy compare to Semgrep?
Fortify generally produces fewer false positives than Semgrep on complex codebases because its deep semantic analysis and 25+ years of rule refinement provide more context about data flow. However, Fortify's thoroughness also means longer scan times and more complex configuration. Independent benchmarks (NIST SARD, academic studies) consistently place Fortify in the top tier for SAST accuracy but note that its false positive rate varies significantly by language and ruleset configuration. Semgrep's false positive rate with taint tracking is competitive for well-configured rulesets, and Semgrep Assistant reduces noise by 20-40%. For teams willing to invest in configuration, Fortify can achieve higher precision. For teams that want good accuracy out of the box with faster iteration, Semgrep's combination of taint tracking and AI triage is competitive.
What languages does Fortify support that Semgrep does not?
Fortify supports 33+ languages including COBOL, VB6, Classic ASP, Scala, Kotlin, Swift, Objective-C, RPG, PL/SQL, T-SQL, ABAP (SAP), Apex (Salesforce), VBScript, and Cold Fusion - many of which are legacy enterprise languages not supported by Semgrep. Semgrep supports 30+ languages focused on modern development: Python, JavaScript, TypeScript, Java, Go, Ruby, C, C++, C#, PHP, Rust, Kotlin, Swift, Terraform, Dockerfile, and others. For organizations with COBOL mainframe code, ABAP in SAP environments, or Apex in Salesforce development, Fortify is often the only enterprise SAST tool that covers those languages. For modern cloud-native stacks, Semgrep's language coverage is essentially complete.
Can Semgrep replace Fortify for compliance-driven organizations?
Semgrep can replace Fortify for many organizations but not all. Semgrep's Enterprise tier provides compliance reporting for OWASP Top 10, CWE Top 25, PCI DSS, HIPAA, and SOC 2 requirements. It supports SSO/SAML, audit logs, role-based access control, and the centralized dashboard needed for governance workflows. However, Fortify has 25+ years of investment in compliance artifacts specifically designed for FedRAMP, DoD STIG, FISMA, and other government and regulated industry frameworks. Organizations in US federal government, defense contracting, or highly regulated financial services often require Fortify's specific compliance certifications and the credibility it carries with compliance auditors. For commercial organizations without specific regulatory mandates, Semgrep Enterprise covers the practical compliance requirements.
How long does Fortify take to scan compared to Semgrep?
Fortify scans are significantly slower than Semgrep scans due to the depth of analysis. A medium Java application (100,000-500,000 lines) typically takes 20-60 minutes for a full Fortify scan using Fortify Static Code Analyzer. Semgrep's Pro engine with cross-file analysis on the same codebase typically takes 3-10 minutes. This scan time difference matters significantly for CI/CD integration. Fortify's recommended approach for CI/CD is to run incremental scans and reserve full scans for scheduled pipelines or release gates, rather than scanning on every commit. Semgrep's faster scan times make it practical to run on every pull request with full analysis. For organizations where scan time directly affects developer velocity, Semgrep's speed advantage is a meaningful operational benefit.
What is the price difference between Semgrep and Fortify?
Fortify pricing is entirely custom and enterprise-negotiated but typically ranges from $200,000 to $1,000,000+ per year for large enterprise deployments, or roughly $500-2,000 per developer per year depending on negotiated terms and deployment model. Semgrep Team costs $35/contributor/month ($420/year per contributor), and Semgrep Enterprise is custom-priced but typically in the range of $500-1,500 per developer per year for large contracts. Semgrep Community Edition is free (LGPL-2.1) and includes the core engine. The total cost of ownership difference is large - most Fortify deployments cost 5-10x more than equivalent Semgrep Enterprise deployments for the same team size, before accounting for Fortify's infrastructure requirements and professional services for deployment and tuning.
Does Fortify integrate with CI/CD pipelines?
Yes, Fortify integrates with CI/CD pipelines through the Fortify ScanCentral SAST controller and the Fortify Jenkins plugin, GitHub Actions plugin, GitLab integration, Azure DevOps extension, and Bamboo plugin. However, Fortify's CI/CD integration typically involves submitting scan jobs to a centralized ScanCentral SAST infrastructure rather than running locally, which requires pre-configured enterprise infrastructure. Scan times (20-60 minutes for full scans) mean Fortify is often configured to run nightly or on release branches rather than every PR. Semgrep integrates natively with GitHub Actions, GitLab CI, Jenkins, CircleCI, Bitbucket Pipelines, and other CI systems with a lightweight Docker image or pip install, runs on every PR within minutes, and posts inline PR comments. For modern pull-request-centric workflows, Semgrep's CI/CD experience is significantly more practical.
Can I write custom rules in Fortify like I can in Semgrep?
Fortify supports custom rules through Fortify Custom Rules Editor, which allows writing rules in Fortify's rule description language - an XML-based format. Writing Fortify custom rules requires understanding Fortify's internal analysis engine concepts, data flow modeling, and the XML schema for rule definitions. This is a specialized skill requiring Fortify-specific training and often professional services engagement. Semgrep's custom rule authoring uses YAML patterns that mirror the syntax of the target language, making it accessible to any developer who can read the language being analyzed. Writing a basic custom Semgrep rule takes 10-30 minutes for a developer new to Semgrep. Writing a custom Fortify rule typically takes days of effort by someone with Fortify expertise. For organizations that need to encode custom security policies, Semgrep's rule authoring system is dramatically more accessible.
Is Fortify on Demand different from Fortify Static Code Analyzer?
Yes. Fortify Static Code Analyzer (SCA) is the on-premise SAST engine that analyzes source code. It runs as part of your build process, produces FPR (Fortify Project Results) files, and uploads results to Fortify Software Security Center (SSC) for triage and reporting. Fortify on Demand (FoD) is a SaaS-delivered version of the same analysis engine where you upload your application (source or binaries) to OpenText's cloud infrastructure and receive results back. FoD also includes DAST (Fortify WebInspect as a service) and mobile application testing. FoD reduces the infrastructure overhead of running SCA on-premise but adds a dependency on sending code to OpenText's servers, which some organizations prohibit for regulatory or intellectual property reasons. Fortify SCA on-premise is the choice for air-gapped environments or organizations with strict data residency requirements.
Which tool is better for a DevSecOps program?
For modern DevSecOps programs where security is integrated into the developer workflow from day one, Semgrep is generally the stronger fit. Its fast scan times (minutes, not hours), native pull request integration with inline comments, developer-friendly rule authoring, and free community tier that lets developers experiment without budget approval make it easier to shift security left into the development process. Fortify is more common in traditional AppSec programs where a dedicated security team manages a central scanning platform, triages findings in Fortify SSC, and communicates results to developers on a periodic basis. Both models are legitimate - Fortify's centralized approach works well for regulated industries, and Semgrep's distributed approach works well for engineering-led organizations. The question is whether your security culture is developer-centric or security-team-centric.
Are there alternatives to both Semgrep and Fortify?
Yes. Checkmarx SAST is the closest competitor to Fortify in enterprise SAST, with comparable language coverage, compliance reporting, and enterprise deployment options. Veracode is another Gartner Magic Quadrant Leader that competes directly with Fortify in the enterprise segment, with a strong SaaS-first model and binary analysis capability. SonarQube Enterprise is a strong mid-market option that provides SAST alongside code quality metrics. Snyk Code is a developer-first SAST tool that competes with Semgrep but adds strong SCA integration through the broader Snyk platform. CodeAnt AI is a newer platform combining AI code review, SAST, and infrastructure analysis at $24-40/user/month - a cost-effective option for teams wanting integrated code review and security without the complexity of Fortify or the configuration overhead of enterprise Semgrep.
Does Semgrep support DAST like Fortify does?
No. Semgrep is a pure SAST tool - it analyzes source code without executing it. Fortify includes both SAST (Fortify Static Code Analyzer) and DAST (Fortify WebInspect), providing both static and dynamic application security testing in a single platform. For organizations that require both SAST and DAST as part of their application security program, Fortify's bundled approach is a meaningful advantage. Semgrep users who need DAST must use a separate tool such as OWASP ZAP, Burp Suite, or a cloud DAST service. The bundled SAST plus DAST capability in Fortify is one of the reasons it remains the preference for comprehensive application security programs in regulated industries, even as tools like Semgrep have closed the gap in SAST-specific capability.
Originally published at aicodereview.cc
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