Google Cloud DeployManaged continuous delivery for GKE and Cloud Run.
vs
HarnessAI Platform for the Autonomous SDLC
Comparison · CI/CD · weekly run Nov 3
Google Cloud Deploy vs Harness
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Harness is the stronger AI pick in CI/CD: it has a visibility score of 12.3 versus 0 for Google Cloud Deploy.
Choose Google Cloud Deploy if…
- You need a self-hosted or on-premises option
- You need ISO/IEC 27001 or ISO/IEC 27701 or HDS v2.0 coverage
- You prefer a larger, established vendor (5,000+ employees)
Choose Harness if…
- You want the brand AI engines rank higher (12.3 vs 0)
- You need SOC 1 Type II or SOC 2 Type II or ISO 27001 or ISO 27017 or ISO 27018 or FedRAMP 20x Class A or GDPR coverage
- Strong enterprise release governance
- Deployment safety and automated rollback
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Google Cloud Deploy | Harness |
|---|---|---|
| Visibility score | 0% | 12.3% |
| Change vs last week | New | New |
| Rank in CI/CD | #40 | #11 |
| Share of voice | 0% | 3.7% |
| Mentions this run | 0 | 23 |
| Positive in AI answers | — | 52% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Google Cloud Deploy 0pp · Harness 0pp over 0 weekly runs.
Engine by engine
Harness leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
Google Cloud DeployHarness
Head to head in AI answers
0 engine answers name both brands
0Google Cloud Deploy ranked higher
0Harness ranked higher
Features, pricing & fit
| Dimension | Google Cloud Deploy | Harness |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Contact sales |
| Free plan | — | Yes |
| Deployment | Managed Google Cloud service; not self-hosted. | Harness platform with a Harness Delegate that runs inside the customer's VPC or cluster; a self-managed platform is available as an Enterprise add-on. |
| Integrations | — | 40+ |
| Compliance | ISO/IEC 27001, ISO/IEC 27701, HDS v2.0 | SOC 1 Type II, SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, FedRAMP 20x Class A, GDPR |
| Support | — | Standard support with a dedicated customer success manager (Essentials), Premier support and dedicated account manager (Enterprise), Community support (Free plan), Professional Services as an add-on |
| Founded | — | 2017 |
| Headquarters | Mountain View, California | San Francisco, California, United States |
| Employees | 5,000+ | 1,001–5,000 |
| Funding | — | Series E · $570M raised |
| Best for | Google Cloud deployment teams needing promotion, canary rollouts, approvals, rollback, and audit trails. | Enterprise engineering and platform teams that want CI, CD, security and cost controls on one governed platform. |
Plans side by side
Google Cloud Deploy
Pricing not available.
Harness
Free Plan$0not stated
Essentials PlanCustomnot stated
Enterprise PlanCustomnot stated
Pros and cons
Themes from the AI answers that mention each brand
Google Cloud Deploy
Profile in progress.
Harness
- Strong enterprise release governance
- Deployment safety and automated rollback
- Deployment verification and progressive delivery
- AI-driven pipeline optimization
- Analyst recognition as a strong continuous delivery vendor
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Google Cloud Deploy vs Harness”, https://slateindex.ai/compare/google-cloud-deploy-vs-harness, data of Nov 3, 2026. Licence: CC BY 4.0.