Semgrep vs Checkmarx

Stuck with slow scans, high false positive rates, and rising costs?

We get it. Your developers are shipping fast, your SDLC is automated, but you're still stuck with Checkmarx. Long scan cycles, noisy findings full of false positives, and painful rule tuning that no one wants to own. It’s AppSec that feels like it’s from 2009. Sound familiar?

Semgrep
Checkmarx
Why it matters

Community / Trust

Open-source with active security community

Closed-source with limited community visibility

Open ecosystems mean faster innovation, shared rules, and greater transparency vs. vendor lock-in.

Price / ROI

Lower cost of ownership, faster onboarding, and better long-term value with proven ROI in customer deployments

High cost of ownership with reliance on services, long setup, and internal admin overhead

Predictable pricing and quick time-to-value reduce ownership costs and risk in security investments.

Scan Speed

Fast, real-time scanning in CI, PRs, and IDEs that keeps up with modern developer workflows.

Long scan cycles delay feedback and slow down dev teams

Modern AppSec only works if it keeps pace with development velocity

AI Capabilities

Semgrep AI Assistant and memories are built into the platform not bolted on. They offer trusted triage and autofix to reduce false positives by up to 95% accelerating remediation.

AI is a premium priced add-on, not integrated into core workflows. Adoption is low due to complexity and limited trust from developers.

Built-in AI accelerates fixes and reduces noise without extra cost or complexity.

Rule Creation

Simple YAML-based rules that are flexible, readable, and supported by hundreds of community rules and quickstart templates

Tuning rules is too complicated for most teams to handle on their own

Easy customization enables teams to adapt quickly and avoid professional services overhead.

Ease of Use

Developer-native UI with intuitive workflows makes it easy for both security teams and engineers.

Complex user experience that requires security expertise

Adoption rises when tools fit naturally into dev workflows.

False Positives

Uses Semgrep AI Assistant and Supply Chain for triage, reachability, memories, providing context to cut false positives by up to 95%

Generates lots of noisy low signal findings that developers often ignore due to alerts that lack actionable guidance or context

High-signal results build developer trust and ensure issues actually get fixed.

Market Perception

Recognized as modern and developer-first and trusted by customers

Perceived as a legacy tool that is slow, hard to use, and dependent on professional services

Developers and security practitoners want tools that future-proof their security stack, not add to the technical debt.

Community / Trust

Open-source with active security community

Closed-source with limited community visibility

Open ecosystems mean faster innovation, shared rules, and greater transparency vs. vendor lock-in.

Price / ROI

Lower cost of ownership, faster onboarding, and better long-term value with proven ROI in customer deployments

High cost of ownership with reliance on services, long setup, and internal admin overhead

Predictable pricing and quick time-to-value reduce ownership costs and risk in security investments.

Scan Speed

Fast, real-time scanning in CI, PRs, and IDEs that keeps up with modern developer workflows.

Long scan cycles delay feedback and slow down dev teams

Modern AppSec only works if it keeps pace with development velocity

AI Capabilities

Semgrep AI Assistant and memories are built into the platform not bolted on. They offer trusted triage and autofix to reduce false positives by up to 95% accelerating remediation.

AI is a premium priced add-on, not integrated into core workflows. Adoption is low due to complexity and limited trust from developers.

Built-in AI accelerates fixes and reduces noise without extra cost or complexity.

Rule Creation

Simple YAML-based rules that are flexible, readable, and supported by hundreds of community rules and quickstart templates

Tuning rules is too complicated for most teams to handle on their own

Easy customization enables teams to adapt quickly and avoid professional services overhead.

Ease of Use

Developer-native UI with intuitive workflows makes it easy for both security teams and engineers.

Complex user experience that requires security expertise

Adoption rises when tools fit naturally into dev workflows.

False Positives

Uses Semgrep AI Assistant and Supply Chain for triage, reachability, memories, providing context to cut false positives by up to 95%

Generates lots of noisy low signal findings that developers often ignore due to alerts that lack actionable guidance or context

High-signal results build developer trust and ensure issues actually get fixed.

Market Perception

Recognized as modern and developer-first and trusted by customers

Perceived as a legacy tool that is slow, hard to use, and dependent on professional services

Developers and security practitoners want tools that future-proof their security stack, not add to the technical debt.

Community / Trust

Open-source with active security community

Closed-source with limited community visibility

Open ecosystems mean faster innovation, shared rules, and greater transparency vs. vendor lock-in.

Price / ROI

Lower cost of ownership, faster onboarding, and better long-term value with proven ROI in customer deployments

High cost of ownership with reliance on services, long setup, and internal admin overhead

Predictable pricing and quick time-to-value reduce ownership costs and risk in security investments.

Scan Speed

Fast, real-time scanning in CI, PRs, and IDEs that keeps up with modern developer workflows.

Long scan cycles delay feedback and slow down dev teams

Modern AppSec only works if it keeps pace with development velocity

AI Capabilities

Semgrep AI Assistant and memories are built into the platform not bolted on. They offer trusted triage and autofix to reduce false positives by up to 95% accelerating remediation.

AI is a premium priced add-on, not integrated into core workflows. Adoption is low due to complexity and limited trust from developers.

Built-in AI accelerates fixes and reduces noise without extra cost or complexity.

Rule Creation

Simple YAML-based rules that are flexible, readable, and supported by hundreds of community rules and quickstart templates

Tuning rules is too complicated for most teams to handle on their own

Easy customization enables teams to adapt quickly and avoid professional services overhead.

Ease of Use

Developer-native UI with intuitive workflows makes it easy for both security teams and engineers.

Complex user experience that requires security expertise

Adoption rises when tools fit naturally into dev workflows.

False Positives

Uses Semgrep AI Assistant and Supply Chain for triage, reachability, memories, providing context to cut false positives by up to 95%

Generates lots of noisy low signal findings that developers often ignore due to alerts that lack actionable guidance or context

High-signal results build developer trust and ensure issues actually get fixed.

Market Perception

Recognized as modern and developer-first and trusted by customers

Perceived as a legacy tool that is slow, hard to use, and dependent on professional services

Developers and security practitoners want tools that future-proof their security stack, not add to the technical debt.

Leave legacy behind. Try Semgrep today.

Leading engineering teams use Semgrep to secure their code earlier in development, without impact to developer velocity.

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