Best DevSecOps Software

DevSecOps software is a category of security tools that run inside the software development pipeline rather than after release. These tools scan source code, open-source dependencies, and running applications while engineers work. Vulnerabilities surface while they are still inexpensive to fix.

Tools in this category span static and dynamic application security testing, software composition analysis, secure code review, container security, vulnerability scanning, penetration testing, and log analysis. Development teams evaluate them on false-positive rate, detection rate, compliance testing, and how cleanly findings are captured in an existing issue tracker. Tools that generate excessive noise get abandoned regardless of detection quality. Signal accuracy is the defining requirement in this category.

Best DevSecOps Software by type

G2 scores products inside each subcategory, against the products they actually compete with. Below are the three highest-scoring products in each type, in the same order as the navigation.

Rank Products Rating Reviews
1
SonarQube
SonarQube

Sonar, the industry standard for code verification and automated code review, helps reduce outages, improve security, and lower risks associated...

Sonar, the industry standard for code verification and automated code review, helps reduce outages, improve security, and lower risks associated...

4.4/5

155

36 in last year

2
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

3
Checkmarx
Checkmarx

Checkmarx offers leading application security solutions that help organizations safeguard software development while enhancing efficiency and...

Checkmarx offers leading application security solutions that help organizations safeguard software development while enhancing efficiency and...

4.2/5

49

14 in last year

Showing top 3 of 136 Static Code Analysis Tools products

Rank Products Rating Reviews
1
Wiz
Wiz

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model. With Wiz,...

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model.

With Wiz,...

4.7/5

845

135 in last year

2
Chainguard
Chainguard

Today, open source software makes up over 90% of the code organizations use, and AI is rapidly accelerating how fast that code is written and...

Today, open source software makes up over 90% of the code organizations use, and AI is rapidly accelerating how fast that code is written and...

4.7/5

75

36 in last year

3
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

Showing top 3 of 81 Container Security Tools products

Rank Products Rating Reviews
1
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

2
HCL AppScan
HCL AppScan

HCL AppScan is a comprehensive suite of market-leading application security testing solutions (SAST, DAST, IAST, SCA, API), available on-premises...

HCL AppScan is a comprehensive suite of market-leading application security testing solutions (SAST, DAST, IAST, SCA, API), available on-premises...

4.2/5

105

29 in last year

3
Astra Pentest
Astra Pentest

Astra Security is a leading continuous penetration testing platform that combines AI-powered autonomous pentesting with certified expert-led...

Astra Security is a leading continuous penetration testing platform that combines AI-powered autonomous pentesting with certified expert-led...

4.6/5

248

94 in last year

Showing top 3 of 98 Dynamic Application Security Testing (DAST) Software products

Rank Products Rating Reviews
1
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

2
Black Duck Polaris Platform
Black Duck Polaris Platform

Black Duck builds trust in software by enabling organizations to manage application security, quality, and compliance risks at the speed their...

Black Duck builds trust in software by enabling organizations to manage application security, quality, and compliance risks at the speed their...

4.2/5

104

7 in last year

3
HCL AppScan
HCL AppScan

HCL AppScan is a comprehensive suite of market-leading application security testing solutions (SAST, DAST, IAST, SCA, API), available on-premises...

HCL AppScan is a comprehensive suite of market-leading application security testing solutions (SAST, DAST, IAST, SCA, API), available on-premises...

4.2/5

105

29 in last year

Showing top 3 of 19 Interactive Application Security Testing (IAST) Software products

Rank Products Rating Reviews
1
Datadog
Datadog

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud...

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud...

4.4/5

731

63 in last year

2
Coralogix
Coralogix

Coralogix is a modern, full-stack observability platform transforming how businesses process and understand their data. Our unique architecture...

Coralogix is a modern, full-stack observability platform transforming how businesses process and understand their data. Our unique architecture...

4.5/5

373

57 in last year

3
Cribl
Cribl

Cribl is the AI Platform for Telemetry, giving organizations a flexible way to collect, process, route, store, search, and analyze the logs,...

Cribl is the AI Platform for Telemetry, giving organizations a flexible way to collect, process, route, store, search, and analyze the logs,...

4.6/5

140

130 in last year

Showing top 3 of 111 Log Analysis Software products

Rank Products Rating Reviews
1
vPenTest
vPenTest

Vonahi Security is building the future of offensive cybersecurity by delivering automated, high-quality penetration testing through its SaaS...

Vonahi Security is building the future of offensive cybersecurity by delivering automated, high-quality penetration testing through its SaaS...

4.6/5

246

42 in last year

2
Cobalt
Cobalt

Cobalt is the pioneer in pentesting as a service (PTaaS) and a leader in continuous offensive security testing grounded in human expertise. The...

Cobalt is the pioneer in pentesting as a service (PTaaS) and a leader in continuous offensive security testing grounded in human expertise. The...

4.5/5

180

59 in last year

3
Astra Pentest
Astra Pentest

Astra Security is a leading continuous penetration testing platform that combines AI-powered autonomous pentesting with certified expert-led...

Astra Security is a leading continuous penetration testing platform that combines AI-powered autonomous pentesting with certified expert-led...

4.6/5

248

94 in last year

Showing top 3 of 172 Penetration Testing Tools products

Rank Products Rating Reviews
1
GitHub
GitHub

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share,...

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share,...

4.7/5

2,407

170 in last year

2
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

3
GitGuardian
GitGuardian

GitGuardian is the credential layer security platform for securing the secrets that let code, machines, and AI agents access systems and act as...

GitGuardian is the credential layer security platform for securing the secrets that let code, machines, and AI agents access systems and act as...

4.8/5

295

69 in last year

Showing top 3 of 71 Secure Code Review Software products

No scored products are available for this category yet.

Rank Products Rating Reviews
1
Wiz
Wiz

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model. With Wiz,...

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model.

With Wiz,...

4.7/5

845

135 in last year

2
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

3
GitHub
GitHub

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share,...

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share,...

4.7/5

2,407

170 in last year

Showing top 3 of 77 Software Composition Analysis Tools products

Rank Products Rating Reviews
1
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

2
GitGuardian
GitGuardian

GitGuardian is the credential layer security platform for securing the secrets that let code, machines, and AI agents access systems and act as...

GitGuardian is the credential layer security platform for securing the secrets that let code, machines, and AI agents access systems and act as...

4.8/5

295

69 in last year

3
GitHub
GitHub

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share,...

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share,...

4.7/5

2,407

170 in last year

Showing top 3 of 122 Static Application Security Testing (SAST) Software products

Rank Products Rating Reviews
1
Wiz
Wiz

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model. With Wiz,...

Wiz transforms cloud security for customers – including more than 50% of the Fortune 100 – by enabling a new operating model.

With Wiz,...

4.7/5

845

135 in last year

2
Aikido Security
Aikido Security

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

Aikido Security is the developer-first security platform that unifies code, cloud, protection, and attack testing in one suite of best-in-class...

4.6/5

266

183 in last year

3
CrowdStrike Falcon Cloud Security
CrowdStrike Falcon Cloud...

Crowdstrike Falcon Cloud Security is the only CNAPP to stop breaches in the cloud Built for today’s hybrid and multi-cloud environments, Falcon...

Crowdstrike Falcon Cloud Security is the only CNAPP to stop breaches in the cloud

Built for today’s hybrid and multi-cloud environments, Falcon...

4.5/5

224

149 in last year

Showing top 3 of 238 Vulnerability Scanner Software products

Rank Products Rating Reviews
1
Cloudflare Application Security and Performance
Cloudflare Application...

Cloudflare is the connectivity cloud for the "everywhere world," on a mission to help build a better Internet. We provide a unified platform of...

Cloudflare is the connectivity cloud for the "everywhere world," on a mission to help build a better Internet. We provide a unified platform of...

4.5/5

779

225 in last year

2
Radware Cloud WAF
Radware Cloud WAF

Radware Cloud WAF is a fully managed Cloud Application Protection Service providing the industry's most comprehensive web application security...

Radware Cloud WAF is a fully managed Cloud Application Protection Service providing the industry's most comprehensive web application security...

4.6/5

159

66 in last year

3
Check Point WAF (formerly CloudGuard WAF)
Check Point WAF (formerly CloudGuard WAF)

CloudGuard WAF is a cloud-native Web and API security solution designed to help users safeguard their applications from both known and unknown...

CloudGuard WAF is a cloud-native Web and API security solution designed to help users safeguard their applications from both known and unknown...

4.3/5

91

59 in last year

Showing top 3 of 100 Web Application Firewalls (WAF) products

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Published: 2026-08-25