Who is Chainguard best for?

Chainguard is built for Platform and DevOps engineers managing container image pipelines at enterprises, Application security (AppSec) teams seeking to reduce CVE triage overhead, Compliance and GRC teams targeting FedRAMP, CMMC, PCI DSS, or HIPAA certification, CISOs and security leaders at regulated industries (defense, finance, healthcare, government). Common use cases include Eliminating CVE backlogs in container image pipelines without manual patching; Achieving and maintaining FedRAMP, FedRAMP High, and cATO accreditation; Securing AI/ML workloads with hardened, GPU-enabled container and VM images.

How is Chainguard priced?

Chainguard uses subscription licensing across three product lines. Containers: a Free tier provides up to 5 images (latest tag only, no CVE SLA); Per-Image licensing is priced by image count and type (base, app, AI/ML, FIPS); Catalog licensing providing access to 2,000+ images starts at $19K for a team of 10, scaled non-linearly by engineering org size. Libraries: licensed per language ecosystem (Python, Java, JavaScript) based on developer headcount; quote-based only. VMs: Per-Image or Catalog licensing, both quote-based. Volume, multi-product bundle, startup/SMB, and government/public-sector pricing discounts are available. Once artifacts are mirrored to a customer's own registry they are retained perpetually.

What are the alternatives to Chainguard?

Common DevSecOps & Application Security alternatives to Chainguard include Endor Labs, Snyk, Checkmarx, Wiz, Semgrep. See the full comparison hub at /verticals/devsecops-application-security/compare.

What do users praise about Chainguard?

Users frequently praise: Immediate and dramatic reduction in container CVE counts; Drop-in replacement for standard public images with no pipeline rework; Easy integration with JFrog Artifactory and GitLab CI/CD; Responsive and proactive customer support; Fast CVE remediation cadence with contractual SLA; Broad image catalog covering many languages and frameworks; Secure-by-default model reduces developer security burden; Continuous innovation and expanding product portfolio.

What are common complaints about Chainguard?

Frequently cited limitations: High pricing, especially for smaller teams and individual developers; Learning curve migrating Dockerfiles to Wolfi OS base images; Documentation occasionally lags behind new features; Authentication friction with platforms lacking modern OIDC support; Missing images for some niche use cases requiring migration workarounds; Vulnerable code in non-executable library/mod files creates administrative overhead.

When was Chainguard founded and where?

Chainguard was founded in 2021, headquartered in Kirkland, Washington, USA (remote-first, no physical offices) by Dan Lorenc, Matt Moore, Kim Lewandowski.

How big is Chainguard?

Chainguard reports 350-700 employees, 150+ customers, ~$40M (FY2025) ARR.

AI visibility report

AI visibility report for Chainguard in DevSecOps & Application Security.

Outside the top three on 20 of the 25 prompts buyers actually ask.

Snyk is cited on 11 of those losses.

25 prompts

6 platforms

Updated Sep 3, 2026 - refreshed weekly

Track Chainguard daily

Free trial. Setup comes pre-filled for Chainguard.

Track Chainguard across these prompts daily.

Start free trial

0percent

Presence Rate

Low presence

Still absent from 100% of tracked prompt responses

Top-3 citations across 150 prompt × platform pairs

N/A

Sentiment

-1.00.0+1.0

Unknown

No clearrank

Peer Ranking

#1#12

No clear rankin DevSecOps & Application Security

Key Metrics

Presence Rate

0.0%

Share of Voice

0.0%

Avg Position

N/A

Docs Presence

0.0%

Blog Presence

0.0%

Brand Mentions

0.7%

Platform Breakdown

Perplexity

0%0/25 prompts

Gemini Search

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

Chainguard, founded in October 2021 and headquartered in Kirkland, Washington, is a software supply chain security company that provides hardened, secure-by-default open source software artifacts. Its product suite includes 2,000+ minimal zero-CVE container images, malware-resistant language libraries (Python, Java, JavaScript), and secure virtual machine images—all built daily from source inside a SLSA L3-compliant Chainguard Factory. Rather than detecting vulnerabilities post-build, Chainguard eliminates them proactively using cryptographic attestations, signed SBOMs, and Sigstore-based provenance. It targets enterprises seeking to reduce CVE backlogs, satisfy compliance mandates (FedRAMP, PCI DSS, HIPAA, CMMC), and accelerate developer velocity. Led by Google open source veterans, Chainguard has raised $892 million in total funding at a $3.5 billion valuation and serves 150+ customers including Snowflake, Snap, OpenAI, Canva, and Anduril.

AI visibility report

AI visibility report for Chainguard in DevSecOps & Application Security.

Outside the top three on 20 of the 25 prompts buyers actually ask.

Snyk is cited on 11 of those losses.

25 prompts

6 platforms

Updated Sep 3, 2026 - refreshed weekly

Track Chainguard daily

Free trial. Setup comes pre-filled for Chainguard.

Track Chainguard across these prompts daily.

Start free trial

0percent

Presence Rate

Low presence

Still absent from 100% of tracked prompt responses

Top-3 citations across 150 prompt × platform pairs

N/A

Sentiment

-1.00.0+1.0

Unknown

No clearrank

Peer Ranking

#1#12

No clear rankin DevSecOps & Application Security

Key Metrics

Presence Rate

0.0%

Share of Voice

0.0%

Avg Position

N/A

Docs Presence

0.0%

Blog Presence

0.0%

Brand Mentions

0.7%

Platform Breakdown

Perplexity

0%0/25 prompts

Gemini Search

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

Reviews

4.8/5G2·51+5/5Gartner Peer Insights·1+

Praised

Immediate and dramatic reduction in container CVE counts
Drop-in replacement for standard public images with no pipeline rework
Easy integration with JFrog Artifactory and GitLab CI/CD
Responsive and proactive customer support
Fast CVE remediation cadence with contractual SLA
Broad image catalog covering many languages and frameworks
Secure-by-default model reduces developer security burden
Continuous innovation and expanding product portfolio

Chainguard earns strong reviews driven by the immediate, measurable impact of its zero-CVE images on vulnerability backlogs and developer productivity. G2 reviewers consistently praise the drop-in replacement quality of container images, ease of CI/CD pipeline integration (particularly with JFrog Artifactory and GitLab), responsive customer support, and the fast CVE remediation cadence. Primary criticisms center on pricing perceived as high for smaller teams, an initial Dockerfile adaptation learning curve for Wolfi OS migration, occasional documentation gaps behind new features, and authentication friction with legacy tooling. Overall sentiment reflects high satisfaction among enterprise security and platform engineering teams, with cost and complexity as the main friction points.

Prompt	Perplexity	Gemini Search	ChatGPT	Bing Copilot	Google AI Mode	Grok
Capability0/5 cited (0%)
What tools cover SAST, DAST, and SCA in one platform — and which do teams use to cover all three vulnerability types without tool sprawl?	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited

#	Brand	PresencePres.	Share of VoiceSoV	DocsDocs	BlogBlog	MentionsMent.	Avg PosPos	Sentiment
1	Endor Labs	20.7%	21.9%	0.0%	20.0%	22.7%	#23.7	+0.39
2	Snyk	17.3%	16.4%	11.3%	5.3%	55.3%	#35.5	+0.44
3	Checkmarx	16.7%	17.6%	2.7%	1.3%	31.3%	#27.3	+0.31
4	Wiz	15.3%	15.2%	0.0%	0.0%	20.0%	#26.0	+0.37
5	Semgrep	11.3%	10.6%	4.7%	5.3%	32.7%	#37.4	+0.47
6	Jit	6.7%	4.0%	0.0%	0.0%	4.0%	#22.2	+0.21
7	Veracode	4.7%	6.4%	0.7%	4.0%	22.0%	#42.1	+0.32
8	SonarSource	4.0%	2.7%	1.3%	0.7%	2.7%	#27.1	+0.35
9	Aqua Security	4.0%	2.1%	0.0%	0.0%	13.3%	#36.7	+0.27
10	GitGuardian	2.0%	2.4%	1.3%	0.7%	6.7%	#32.5	+0.43
11	Socket	1.3%	0.6%	0.0%	0.0%	6.7%	#10.5	+0.35
12	Chainguard	0.0%	0.0%	0.0%	0.0%	0.7%	—	—

Developer Experience0/5 cited (0%)
Which DevSecOps platforms handle vulnerability prioritisation well when there are hundreds of findings across multiple repositories?	Neither your brand nor a competitor was cited	A competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited

Integrations & Ecosystem0/5 cited (0%)
What cloud security posture management tools integrate well with container and orchestration platform security scanning?	Neither your brand nor a competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited

Performance & Reliability0/5 cited (0%)
Which application security scanning tools are fastest at scale and least likely to slow down PR pipelines as the codebase grows?	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited

AI visibility report for Chainguard in DevSecOps & Application Security.

Key Metrics

Platform Breakdown

Overview

AI visibility report for Chainguard in DevSecOps & Application Security.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Chainguard is not.

Where Chainguard is winning

Where Chainguard is losing5

Key Facts

Key Capabilities9

Key Use Cases8

Chainguard customer outcomes

Recent Trend

How AI describes Chainguard1

Most cited sources

Alternatives in DevSecOps & Application Security6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

Setup & First Run0/5 cited (0%)
What are the best container image scanning tools that catch vulnerabilities before images are pushed to production?	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited

AI visibility report for Chainguard in DevSecOps & Application Security.

Key Metrics

Platform Breakdown

Overview

AI visibility report for Chainguard in DevSecOps & Application Security.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and Chainguard is not.

Where Chainguard is winning

Where Chainguard is losing5

Key Facts

Key Capabilities9

Key Use Cases8

Chainguard customer outcomes

Recent Trend

How AI describes Chainguard1

Most cited sources

Alternatives in DevSecOps & Application Security6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

What does Chainguard do?

Who is Chainguard best for?

How is Chainguard priced?

What are the alternatives to Chainguard?

What do users praise about Chainguard?

What are common complaints about Chainguard?

When was Chainguard founded and where?

How big is Chainguard?