<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Aikido on RockB</title><link>https://baeseokjae.github.io/tags/aikido/</link><description>Recent content in Aikido on RockB</description><image><title>RockB</title><url>https://baeseokjae.github.io/images/og-default.png</url><link>https://baeseokjae.github.io/images/og-default.png</link></image><generator>Hugo</generator><language>en-us</language><lastBuildDate>Wed, 13 May 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://baeseokjae.github.io/tags/aikido/index.xml" rel="self" type="application/rss+xml"/><item><title>Aikido Security vs Veracode 2026: Startup AppSec vs Enterprise SAST Compared</title><link>https://baeseokjae.github.io/posts/aikido-vs-veracode-2026/</link><pubDate>Wed, 13 May 2026 00:00:00 +0000</pubDate><guid>https://baeseokjae.github.io/posts/aikido-vs-veracode-2026/</guid><description>Aikido Security raised $60M at a $1B valuation and now competes directly with Veracode&amp;#39;s enterprise SAST. Here&amp;#39;s how they compare on speed, coverage, pricing, and compliance in 2026.</description><content:encoded><![CDATA[<p>The global application security market is worth $14.83 billion in 2026 and growing at an 18.8% CAGR, and two vendors are fighting for opposite ends of it. Aikido Security just closed a $60M Series B at a $1 billion valuation. Veracode has been the enterprise SAST standard for over a decade. If you are evaluating both, this comparison breaks down where each tool wins, where it struggles, and which one belongs on your team&rsquo;s shortlist.</p>
<h2 id="aikido-vs-veracode-2026-the-1b-startup-vs-the-enterprise-sast-standard">Aikido vs Veracode 2026: The $1B Startup vs the Enterprise SAST Standard</h2>
<p>The application security market hit $14.83 billion in 2026, and no comparison better illustrates the forces reshaping it than Aikido Security versus Veracode. Veracode built its reputation on binary SAST for large regulated enterprises — a model that served Fortune 500 compliance teams well for a decade. Aikido arrived in 2022 with a different thesis: that developer teams would pay for speed, breadth, and simplicity rather than compliance depth, and that a cloud-native SaaS platform with transparent pricing would outgrow the legacy per-scan billing model. The result in 2026 is a genuine market split. Veracode dominates government contractors, financial institutions, and healthcare organizations where FedRAMP and regulatory audit trails are non-negotiable. Aikido is winning startups, scale-ups, and developer-first organizations that need scan results in minutes rather than days and cannot absorb a $15,000 annual contract for SAST alone. Understanding which camp your organization belongs in determines which tool is the right choice — and the wrong choice in either direction is expensive, both in dollars and in engineering time lost to tool friction.</p>
<h2 id="aikido-security-the-60m-series-b-cloud-native-appsec-platform">Aikido Security: The $60M Series B Cloud-Native AppSec Platform</h2>
<p>In January 2026, Aikido Security closed a $60M Series B led by DST Global at a $1 billion valuation — a milestone that validated what its 5x revenue growth and 3x customer growth in the preceding year had already signaled: developer teams are actively migrating away from fragmented point solutions toward consolidated platforms. Aikido is a cloud-native application security posture management (ASPM) platform that consolidates SAST, DAST, SCA, IaC scanning, secrets detection, container security, CSPM, and runtime protection into a single subscription with flat-rate pricing starting at $350 per month for 10 users. The architecture is SaaS-native from the ground up — there is no scanner agent to install, no binary upload workflow, and no on-premises infrastructure to maintain. You connect your GitHub, GitLab, or Bitbucket account, and Aikido begins scanning immediately. The platform is trusted by over 50,000 organizations including Revolut, Deel, The Premier League, Tines, n8n, and SoundCloud. Its AI-powered triage layer — the engine that earned it recognition as Platform Leader and AI Pentesting Innovator in Latio Tech&rsquo;s 2026 Application Security Market Report — reduces alert noise by up to 95% using reachability analysis that maps which vulnerable code paths can actually be reached by an attacker. For organizations that have experienced the alert fatigue of traditional SAST tools generating hundreds of findings per sprint, that noise reduction is often the single most compelling reason to switch.</p>
<h3 id="what-drove-the-1b-valuation">What Drove the $1B Valuation</h3>
<p>Aikido&rsquo;s valuation is grounded in a combination of growth metrics and market timing. The $1B mark reflects 5x revenue growth year-over-year and a land-and-expand motion where customers consolidate multiple tool budgets — Snyk, SonarQube, a separate secrets scanner, a container scanner — into one Aikido subscription. DST Global, an investor known for backing Airbnb, Spotify, and Slack, placed this bet because the ASPM market consolidation thesis is now a mainstream investment narrative, not a contrarian one.</p>
<h2 id="veracode-enterprise-sast-with-fedramp-and-compliance-depth">Veracode: Enterprise SAST with FedRAMP and Compliance Depth</h2>
<p>Veracode generated more than a decade of enterprise trust by doing one thing better than any other vendor: providing binary SAST with the compliance documentation that large regulated organizations need to satisfy auditors, government security assessors, and board-level security committees. Its FedRAMP authorization makes it one of a small number of AppSec vendors approved for use by U.S. federal agencies and government contractors — a market segment where the cost of being wrong about a vendor is measured in contract disqualification rather than engineering inconvenience. Veracode&rsquo;s SAST engine analyzes compiled binaries and bytecode rather than source code, which means it can scan applications even when source code is unavailable — a genuine requirement for organizations acquiring software from vendors who do not share source. The platform supports Java, .NET, C/C++, Python, PHP, JavaScript, Scala, and Kotlin at enterprise depth, with compliance mapping to PCI DSS, HIPAA, NIST 800-53, SOX, and the OWASP Top 10. Enterprise pricing reflects this positioning: SAST alone starts at $15,000 per year, and the full suite — adding DAST, SCA, and Software Composition Analysis — typically runs $100,000 or more annually for large organizations. For enterprises where application security is a compliance mandate rather than a developer productivity question, Veracode&rsquo;s audit documentation, named support contacts, and regulatory track record justify that premium. The trade-off is a user experience and deployment model that predates the cloud-native era, and scan turnaround times measured in hours or days rather than minutes.</p>
<h3 id="veracodes-compliance-moat">Veracode&rsquo;s Compliance Moat</h3>
<p>Veracode&rsquo;s FedRAMP High authorization and its established relationships with federal agency security teams represent a durable competitive moat. FedRAMP authorization requires years of continuous monitoring and third-party assessment, which is why the list of FedRAMP-authorized AppSec tools remains short. For government contractors operating under CMMC 2.0 requirements, Veracode is often the path of least resistance through the compliance checklist.</p>
<h2 id="architecture-comparison-minutes-vs-hours-to-scan-results">Architecture Comparison: Minutes vs Hours to Scan Results</h2>
<p>The architectural gap between Aikido and Veracode is not a marketing talking point — it is a fundamental difference in how the two platforms were designed, and it drives every practical difference in developer experience. Aikido installs via OAuth integration with your source code host in under five minutes. No agents, no binary uploads, no pipeline reconfiguration required. Scans run automatically on every push and pull request, with results delivered inside the pull request review interface in minutes. Veracode&rsquo;s binary upload model requires compiling your application, uploading the binary or bytecode via CLI or CI plugin, and waiting for Veracode&rsquo;s scan engine to process it — a workflow that can take hours for large applications and days for the highest-depth scan policy. The operational consequence is that Veracode&rsquo;s scan results often arrive after developers have already merged the code under review. Traditional SAST tools like Veracode produce false positive rates between 30% and 70%, according to industry research, because binary analysis generates findings without the contextual signal to distinguish exploitable vulnerabilities from theoretical risks in dead code paths. Aikido&rsquo;s AI-powered triage layer applies reachability analysis to every finding — determining whether the vulnerable code path can actually be reached from an attacker-accessible entry point — reducing false positives by up to 85%. The practical consequence of that reduction is that Aikido&rsquo;s finding queue contains substantially fewer phantom alerts, which means the findings that do appear receive faster developer attention. At scale, a 70% false positive rate means that developers learn to ignore alerts, defeating the purpose of the scanner entirely. An 85% reduction in false positives means that most alerts in the Aikido queue represent real, actionable vulnerabilities.</p>
<h3 id="integration-architecture-oauth-vs-binary-upload">Integration Architecture: OAuth vs Binary Upload</h3>
<p>Aikido&rsquo;s GitHub and GitLab integration uses read-access OAuth tokens to clone repository contents for scanning — no source code is permanently stored, and the integration can be revoked from your source control provider&rsquo;s settings panel at any time. Veracode&rsquo;s binary upload model requires your CI pipeline to compile a production-like build artifact and push it to Veracode&rsquo;s upload endpoint, which adds a compilation step to every scan cycle and creates a dependency on build toolchain compatibility.</p>
<h2 id="feature-coverage-sast-dast-sca-iac-and-secrets-detection">Feature Coverage: SAST, DAST, SCA, IaC, and Secrets Detection</h2>
<p>The feature coverage gap between Aikido and Veracode reflects two fundamentally different product philosophies. Aikido&rsquo;s philosophy is breadth-first consolidation: rather than being the deepest possible SAST engine, it provides production-quality coverage across every major AppSec category in a single platform. The 16 integrated scanners cover SAST across 30+ languages, DAST web application scanning against running applications, SCA with dependency vulnerability tracking and reachability analysis, IaC scanning for Terraform and CloudFormation misconfigurations, secrets detection across all connected repositories, container image scanning against CVE databases, CSPM for AWS, GCP, and Azure environments, and a runtime RASP module called Zen that deploys as an in-process agent. Veracode&rsquo;s philosophy is depth-first specialization: its SAST engine is one of the most mature in the market, with 15+ years of rule development and the ability to detect subtle vulnerability patterns that newer engines miss. Its DAST module (Veracode Dynamic Analysis) runs automated web application scans with strong support for authenticated scan workflows. Its SCA product (Veracode Software Composition Analysis) provides dependency scanning with license compliance tracking. The key difference is that each Veracode capability is priced and licensed separately, making the full suite a significant budget commitment, while Aikido&rsquo;s consolidation means every category is included in the base subscription. For teams that primarily need SAST depth and are operating under compliance frameworks that specify Veracode by name, Veracode&rsquo;s individual scanner quality is difficult to match. For teams that need reasonable depth across all categories without managing five separate vendor relationships and five separate alert queues, Aikido&rsquo;s consolidation is the stronger operational argument.</p>
<h3 id="ai-capabilities-in-2026">AI Capabilities in 2026</h3>
<p>Aikido&rsquo;s AI pentesting module — recognized as an innovation in Latio Tech&rsquo;s 2026 report — deploys AI agents to probe web applications for vulnerabilities including business logic flaws and authentication bypasses that rule-based scanners miss. Veracode&rsquo;s Intelligent Software Composition Analysis uses ML to score dependency risk, but the AI augmentation is narrower in scope and does not extend to autonomous penetration testing workflows.</p>
<h2 id="pricing-350month-vs-15000year">Pricing: $350/Month vs $15,000+/Year</h2>
<p>The pricing gap between Aikido and Veracode is not a minor difference in tier structure — it represents fundamentally different assumptions about who buys application security tooling and what they are willing to spend. Aikido starts at $350 per month for up to 10 users, with unlimited repositories and full access to all 16 scanner categories. The pricing is flat-rate by default, meaning adding developers to your team does not trigger automatic cost increases at the scanner level — a structural advantage over per-seat tools like Snyk or Checkmarx that multiply cost proportionally with team growth. Veracode&rsquo;s entry price for SAST alone starts at $15,000 per year — a minimum that reflects the enterprise sales model and the compliance documentation overhead that comes with enterprise-grade support. The full Veracode suite, including DAST, SCA, and compliance reporting modules, typically costs $100,000 or more annually for large organizations. For a 10-person startup evaluating both tools, the arithmetic is stark: Aikido costs $4,200 per year for complete AppSec coverage across all scanner categories. Veracode costs $15,000 per year for SAST alone, with DAST and SCA priced separately. The $10,000+ annual difference represents either several months of runway or meaningful engineering headcount at early-stage companies. For enterprises already operating Veracode under multi-year agreements and with compliance programs built around its audit trail, the switching cost calculation is different — the operational investment in Veracode integrations, training, and compliance documentation creates real switching friction even when the price gap is acknowledged.</p>
<table>
  <thead>
      <tr>
          <th></th>
          <th>Aikido Security</th>
          <th>Veracode</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td>Entry price</td>
          <td>$350/month (10 users)</td>
          <td>$15,000+/year (SAST only)</td>
      </tr>
      <tr>
          <td>Full suite</td>
          <td>~$500–800/month</td>
          <td>$100,000+/year</td>
      </tr>
      <tr>
          <td>Pricing model</td>
          <td>Flat-rate, per-workspace</td>
          <td>Per-scan, per-module</td>
      </tr>
      <tr>
          <td>Free tier</td>
          <td>Yes (2 users, 10 repos)</td>
          <td>No</td>
      </tr>
      <tr>
          <td>Trial</td>
          <td>Yes</td>
          <td>Enterprise POC</td>
      </tr>
  </tbody>
</table>
<h2 id="when-to-choose-aikido-vs-veracode">When to Choose Aikido vs Veracode</h2>
<p>The decision between Aikido and Veracode is less about which tool is objectively better and more about which tool matches your organization&rsquo;s operational reality. The two platforms serve meaningfully different buyers, and choosing the wrong one creates friction that compounds over time. Choose Aikido if your organization is a startup, scale-up, or developer-first team where scan speed and developer experience drive adoption. Aikido&rsquo;s minutes-to-results architecture means developers see findings inside the PR review cycle before code merges — the only position in the development workflow where a security finding is cheap to fix. The flat-rate pricing model and unlimited-user plans make Aikido cost-effective as your engineering team grows without a proportional increase in the security tooling budget. The all-in-one coverage means your security team manages one dashboard, one alert queue, and one vendor relationship instead of coordinating across five point solutions. Choose Veracode if your organization operates in a regulated industry — federal government, defense contracting, financial services under strict OCC guidance, healthcare under HIPAA audit requirements — where FedRAMP authorization or established compliance documentation is a procurement prerequisite. Veracode&rsquo;s binary scan model also makes it the right choice if you regularly need to scan third-party applications where source code is unavailable. For organizations with existing multi-year Veracode agreements and compliance programs built around Veracode&rsquo;s audit output format, the switching cost analysis must account for the time required to rebuild compliance documentation workflows and retrain security teams — costs that often exceed the annual price difference in the first year of transition.</p>
<h3 id="the-hybrid-approach">The Hybrid Approach</h3>
<p>Some organizations operate both tools for different purposes: Veracode satisfies the compliance audit requirement for a subset of applications in a regulated environment, while Aikido provides developer-facing real-time scanning across the broader codebase. This is not an uncommon pattern in large enterprises where different product lines operate under different compliance regimes.</p>
<h2 id="migration-guide-moving-from-veracode-to-aikido">Migration Guide: Moving from Veracode to Aikido</h2>
<p>Organizations migrating from Veracode to Aikido encounter three common friction points, and addressing each proactively makes the transition substantially smoother. The first friction point is compliance documentation continuity. Veracode produces audit-ready reports in formats that compliance teams have built review workflows around over years of use. Aikido&rsquo;s compliance reporting — supporting SOC 2, ISO 27001, and OWASP — covers the same underlying vulnerability categories but produces output in a different format. Before migrating, map every compliance report your team generates from Veracode to its Aikido equivalent and verify with your compliance officer that the format will satisfy your next audit cycle. The second friction point is finding baseline equivalence. Veracode&rsquo;s binary SAST engine detects certain vulnerability patterns — particularly in compiled Java and .NET applications — that source-code SAST engines approach differently. Run both tools in parallel on the same codebase for at least two sprint cycles before decommissioning Veracode. Compare findings across the two tools to identify any vulnerability categories where Veracode found issues that Aikido did not surface, and adjust Aikido&rsquo;s scan configuration accordingly. The third friction point is developer workflow re-education. Veracode&rsquo;s binary upload model, despite its friction, has produced a specific developer workflow at organizations that have used it for years. Moving to Aikido&rsquo;s pull-request-native scan results requires developers to engage with security findings in a new location — inside the PR review interface — rather than in Veracode&rsquo;s separate portal. This is a net improvement for developer experience but requires explicit communication and training during the transition period to avoid findings being ignored during the adjustment period. The practical migration timeline for most organizations is 60 to 90 days: 30 days of parallel running to validate finding equivalence, 30 days of phased cutover by team or application group, and a final 30-day period of Aikido-primary operation with Veracode available for spot-checks before contract termination.</p>
<h3 id="pre-migration-checklist">Pre-Migration Checklist</h3>
<p>Before initiating an Aikido migration, verify the following: all compliance frameworks your organization must satisfy have coverage in Aikido&rsquo;s reporting module; your build toolchain is supported by Aikido&rsquo;s repository integration (GitHub, GitLab, Bitbucket, Azure DevOps); a finding baseline from your last Veracode scan is exported and archived for audit trail continuity; and your security team has completed Aikido&rsquo;s onboarding documentation for the scanner categories that replace your current Veracode modules.</p>
<hr>
<h2 id="faq">FAQ</h2>
<p><strong>Q: Can Aikido replace Veracode for FedRAMP-compliant environments?</strong><br>
Not currently. Veracode holds FedRAMP authorization, which is a formal U.S. government procurement requirement for federal agencies and many defense contractors. Aikido does not carry FedRAMP authorization as of May 2026. Organizations with FedRAMP requirements must use Veracode or another FedRAMP-authorized tool for those specific workloads.</p>
<p><strong>Q: How does Aikido&rsquo;s false positive rate compare to Veracode in practice?</strong><br>
Traditional SAST tools including Veracode&rsquo;s binary engine produce false positive rates of 30% to 70%, depending on application type and scan depth setting. Aikido&rsquo;s AI-powered reachability analysis reduces false positives by up to 85% by determining whether a vulnerable code path is actually reachable from an attacker-controlled entry point. In practice, most teams migrating from Veracode to Aikido report a significant reduction in the volume of findings requiring manual triage per sprint.</p>
<p><strong>Q: What happens to Veracode scan history when I migrate to Aikido?</strong><br>
Veracode scan history and audit logs remain accessible in Veracode&rsquo;s portal for the duration of your contract and for any data retention period specified in your enterprise agreement. Aikido does not import historical Veracode scan data. Export your Veracode findings history in PDF and XML format before contract termination and store it in your security documentation system for audit trail continuity.</p>
<p><strong>Q: Is Aikido suitable for scanning third-party applications where I don&rsquo;t have source code?</strong><br>
Aikido&rsquo;s SAST engine operates on source code accessed via repository integration and does not support binary or bytecode upload. For organizations that regularly need to scan third-party or vendor-supplied applications without access to source code, Veracode&rsquo;s binary scan model is the appropriate tool. This is one of the clearest cases where Veracode&rsquo;s architecture is genuinely the better fit.</p>
<p><strong>Q: How long does a typical Veracode-to-Aikido migration take?</strong><br>
Most organizations complete the migration in 60 to 90 days. The recommended approach is 30 days of parallel running to validate finding coverage across both tools, followed by a phased cutover by team or application portfolio over the next 30 days, with a final buffer period before decommissioning Veracode. Organizations with large compliance documentation dependencies on Veracode&rsquo;s audit output format should add additional time for compliance workflow adaptation before beginning the cutover phase.</p>
]]></content:encoded></item></channel></rss>