Chainguard vs Armilla AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Chainguard leads in AI visibility (36 vs 30)

Chainguard

EmergingSecurity

General

Seattle software supply chain security (founded 2021); $892M+ raised, $3.5B valuation (Apr 2025), $40M ARR growing 640% YoY with zero-CVE container images for ANZ Bank/Canva/GitLab competing with Snyk for DevSecOps.

AI VisibilityBeta
Overall Score
D36
Category Rank
#398 of 1167
AI Consensus
56%
Trend
stable
Per Platform
ChatGPT
37
Perplexity
44
Gemini
44

About

Chainguard is a Seattle, Washington-based software supply chain security company — having raised over $892 million total including a $356 million Series D in April 2025 at a $3.5 billion valuation and an additional $280 million growth financing from General Catalyst's Customer Value Fund in late 2025 — providing enterprises with hardened open source container images and virtual machine base images rebuilt from source daily with zero known CVEs (common vulnerabilities and exposures), eliminating the vulnerability debt that accumulates in standard open source distributions. Founded in 2021 by CEO Dan Lorenc (9 years at Google securing code and infrastructure), Kim Lewandowski (Google representative on the Open Source Security Foundation Governing Board), Matt Moore (Google, creator of the original "distroless" container image), and Ville Aikas (co-founder of Kubernetes), Chainguard's founding team pioneered the open source supply chain security concepts — sigstore (code signing), SLSA (supply chain levels for software artifacts), and distroless containers — that became CISA and NIST software security standards. The company grew from ~$5 million ARR in 2023 to $40 million ARR by January 2025 (640% year-over-year growth) and projects exceeding $100 million ARR before end of 2026. Chainguard serves 150+ paying enterprise customers including ANZ Bank, Canva, GitLab, HPE, Snap, Wiz, and Anduril.

Full profile

Armilla AI

EmergingInsurance Tech

General

AI quality assurance with insurance-backed warranties from Swiss Re and Greenlight Re; EU AI Act compliance assessments backed by YC and reinsurance partners for high-risk AI deployments.

AI VisibilityBeta
Overall Score
D30
Category Rank
#1016 of 1167
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
26
Perplexity
29
Gemini
23

About

Armilla AI is a third-party AI quality assurance and warranty company that evaluates AI models for organizations deploying AI in regulated or high-stakes contexts — assessing models against EU AI Act and NIST AI Risk Management Framework requirements for risks including bias, hallucination, robustness failures, and adversarial vulnerabilities, then providing performance guarantees backed by insurance coverage from reinsurers Swiss Re, Greenlight Re, and Chaucer. Founded in Toronto, Canada, Armilla raised $6.81 million total including a C$4.5 million seed round in February 2024 from Mistral Venture Partners, MS&AD Ventures, Y Combinator, and its reinsurance partners.\n\nArmilla's model is unique in the AI governance market — rather than just providing compliance reports, Armilla backs its assessments with insurance warranty products. An enterprise deploying a third-party AI model can purchase an Armilla warranty that pays out if the model performs differently than assessed (fails on bias, accuracy, or robustness metrics), transferring AI performance risk to insurance markets that can price and distribute it. This insurance mechanism creates financial accountability for AI quality claims that audit reports alone don't provide.\n\nIn 2025, Armilla competes in the AI governance, risk, and compliance market with Credo AI, Arthur AI, and AI audit firms for enterprise AI risk assessment and compliance tools. The EU AI Act, fully applicable by August 2025 for high-risk AI systems, is driving enterprise compliance urgency — companies deploying AI in hiring, credit scoring, healthcare, and other regulated contexts need third-party conformity assessments. Armilla's insurance-backed warranty differentiates its offering from pure advisory competitors. The reinsurer backing (Swiss Re, Greenlight Re, Chaucer) provides both capital credibility and distribution through insurance broker channels. The 2025 strategy focuses on growing EU AI Act compliance assessments and expanding the warranty product coverage to more AI deployment use cases.

Full profile

AI Visibility Head-to-Head

36
Overall Score
30
#398
Category Rank
#1016
56
AI Consensus
81
stable
Trend
stable
37
ChatGPT
26
44
Perplexity
29
44
Gemini
23
27
Claude
31
33
Grok
26

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