Comparison Guide
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Akuity vs. Harness
Akuity vs. Harness
Akuity vs. Harness
Akuity is the better platform for teams who want GitOps as their delivery operating model. Built by the
creators of Argo CD and Kargo, it re-architects Argo CD for fleet scale, runs the control plane for you, and
promotes across Kubernetes, Terraform, VMs, and serverless in one GitOps workflow.
Akuity is the better platform for teams who want GitOps as their delivery operating model. Built by the creators of Argo CD and Kargo, it re-architects Argo CD for fleet scale, runs the control plane for you, and promotes across Kubernetes, Terraform, VMs, and serverless in one GitOps workflow.
Harness is a broad DevOps suite where GitOps is one module — governance and pipelines layered on Argo
CD components you still operate.
Harness is a broad DevOps suite where GitOps is one module governance and pipelines layered on Argo CD components you still operate.
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Harness is a broad DevOps suite where GitOps is one module governance and pipelines layered on Argo CD components you still operate.
Why Akuity
Why Akuity over Harness
Why Akuity over Harness
A re-architected foundation,
not a layer on top
Akuity is Argo CD, re-architected: Akuity hosts the control plane and runs the
Application Controller in each cluster, handling upgrades, scaling, HA, and DR.
You operate delivery, not Argo CD.
Akuity is Argo CD, re-architected: Akuity hosts the control plane and runs the Application Controller in each cluster, handling upgrades, scaling, HA, and DR. You operate delivery, not Argo CD.
Akuity is Argo CD, re-architected: Akuity hosts the control plane and runs the Application Controller in each cluster, handling upgrades, scaling, HA, and DR.
You operate delivery, not Argo CD.
Harness layers a control plane on top of your Argo CD. Either way the
components run in your environment, and operating them stays with you.
Harness layers a control plane on top of your Argo CD. Either way the components run in your environment, and operating them stays with you.
Argo CD stays Argo CD
Akuity is native Argo CD — same resources, UI, API, and CLI. Nothing new to
learn; manifests and skills stay portable.
Akuity is native Argo CD — same resources, UI, API, and CLI. Nothing new to learn; manifests and skills stay portable.
Harness supports all ApplicationSet generators — so this is about fidelity, not
support. Apps become Harness services and projects, and the model grows
Harness-specific over time.
Harness supports all ApplicationSet generators — so this is about fidelity, not support. Apps become Harness services and projects, and the model grows Harness-specific over time.
Architecture built for fleet scale
Architecture built for
fleet scale
Architecture built for fleet scale
With Akuity, the controller runs in each cluster and the agent reaches out, so
nothing needs to be exposed and there's no management cluster to operate.
Tested at 50,000 apps across 1,000 clusters on one control plane.
With Akuity, the controller runs in each cluster and the agent reaches out, so nothing needs to be exposed and there's no management cluster to operate.
Tested at 50,000 apps across 1,000 clusters on one control plane.
Harness runs standard Argo CD components in your environment, so
reconciliation at scale still depends on how you tune and shard them. Multi-region
means a control cluster per region — a footprint you size and operate.
Harness runs standard Argo CD components in your environment, so reconciliation at scale still depends on how you tune and shard them. Multi-region means a control cluster per region — a footprint you size and operate.
Promotion as a first-class
GitOps concern
Promotion as a first-class
GitOps concern
Akuity separates deployment from promotion. Kargo moves changes across
stages with approvals, verification, and Git write-back — one declarative GitOps
workflow across Kubernetes, Terraform, VMs, and serverless, not CI scripts.
Akuity separates deployment from promotion. Kargo moves changes across stages with approvals, verification, and Git write-back — one declarative GitOps workflow across Kubernetes, Terraform, VMs, and serverless, not CI scripts.
Harness promotes through PR and CD pipelines. Strong when Harness pipelines
are your standard, but promotion lives in the pipeline model, not a portable GitOps
workflow.
Harness promotes through PR and CD pipelines. Strong when Harness pipelines are your standard, but promotion lives in the pipeline model, not a portable GitOps workflow.
Operations and intelligence
inside the workflow
Akuity reduces day-two work: Akuity Intelligence opens incidents on degraded
apps, correlates logs, metrics, and events in one timeline, and runs approved
runbooks automatically or human-in-the-loop.
Akuity reduces day-two work: Akuity Intelligence opens incidents on degraded apps, correlates logs, metrics, and events in one timeline, and runs approved runbooks automatically or human-in-the-loop.
Harness provides dashboards, continuous verification, and rollback workflows —
real, but tied to pipeline runs rather than GitOps-native incident detection and
remediation.
Harness provides dashboards, continuous verification, and rollback workflows — real, but tied to pipeline runs rather than GitOps-native incident detection and
remediation.
Cost that does not scale with
seats or clusters
Cost that does not scale with seats or clusters
Akuity is usage-based: priced by applications, Kargo stages, and AI tokens, with
unlimited users and target clusters. Cost tracks what you deploy, not seats or
clusters.
Akuity is usage-based: priced by applications, Kargo stages, and AI tokens, with unlimited users and target clusters. Cost tracks what you deploy, not seats or clusters.
Harness uses Developer 360 module licenses plus CD/GitOps service
consumption — active services, GitOps services, and service instances.
Harness uses Developer 360 module licenses plus CD/GitOps service consumption — active services, GitOps services, and service instances.
Portability instead of lock-in
Portability instead of
lock-in
Akuity keeps delivery close to open source — native Argo CD, open-source
Kargo, unchanged UI, API, and CLI. If you ever move, you move standard tooling,
not an Akuity format.
Akuity keeps delivery close to open source — native Argo CD, open-source Kargo, unchanged UI, API, and CLI. If you ever move, you move standard tooling, not an Akuity format.
Harness encodes delivery in its own model — services, environments,
expressions, pipelines, policies. The more that lives there, the higher the cost to
leave, and the more vendor-specific your delivery becomes.
Harness encodes delivery in its own model — services, environments, expressions, pipelines, policies. The more that lives there, the higher the cost to
leave, and the more vendor-specific your delivery becomes.
Choose Akuity if
GitOps is your delivery model, not one workflow buried
inside a bigger suite.
GitOps is your delivery model, not one workflow buried inside a bigger suite.
You'd rather not build and run the platform yourself.
Akuity handles upgrades, scaling, HA, and DR
You'd rather not build and run the platform yourself. Akuity handles upgrades, scaling, HA, and DR
You'd rather not build and run the platform yourself.
Akuity handles upgrades, scaling, HA, and DR
You're running a lot of clusters, apps, and teams, and it
has to stay fast and reliable at that size.
You're running a lot of clusters, apps, and teams, and it has to stay fast and reliable at that size.
You want to promote across Kubernetes, Terraform, VMs,
and serverless in one workflow instead of a pipeline per
target.
You want to promote across Kubernetes, Terraform, VMs, and serverless in one workflow instead of a pipeline per target.
You'd rather standardize on portable, open tooling than
get locked into a vendor's model.
You'd rather standardize on portable, open tooling than get locked into a vendor's model.
You want costs that track usage, not seat or cluster
counts.
You want costs that track usage, not seat or cluster counts.
You want costs that track usage,not seat or cluster counts.
When Harness fits better
Harness can be the better fit if you want one
vendor across many DevOps functions, not just
delivery, or if your teams would rather follow a
paved path than assemble best-of-breed tools.
That breadth comes at a cost, though: more to
license, more to operate, and your delivery
encoded in Harness's own model.
Harness can be the better fit if you want one vendor across many DevOps functions, not just delivery, or if your teams would rather follow a paved path than assemble best-of-breed tools. That breadth comes at a cost, though: more to license, more to operate, and your delivery encoded in Harness's own model.
Harness can be the better fit if you want one vendor across many DevOps functions, not just delivery, or if your teams would rather follow a paved path than assemble best-of-breed tools.
That breadth comes at a cost, though: more to license, more to operate, and your delivery encoded in Harness's own model.
For GitOps-native delivery — now across
Kubernetes, Terraform, VMs, and serverless —
without the lock-in, Akuity is the more focused
choice.
For GitOps-native delivery — now across Kubernetes, Terraform, VMs, and serverless — without the lock-in, Akuity is the more focused choice.
For GitOps-native delivery — now across
Kubernetes, Terraform, VMs, and serverless — without the lock-in, Akuity is the more focuse choice.
Side by side
Detailed feature comparison
Detailed feature comparison
Category
Akuity Platform
GitOps delivery platform
Harness GitOps
module within a DevOps suite
Platform focus
Platform focus
GitOps delivery platform: deploy, promote,
and operate across Kubernetes, Terraform,
VMs, and serverless.
GitOps delivery platform: deploy, promote, and operate across Kubernetes, Terraform, VMs, and serverless.
Broad DevOps suite (15+ modules); GitOps
is one of them.
Relationship to Argo CD
Relationship to Argo CD
Re-architected, agent-based Argo CD, built
and operated by its original creators.
Re-architected, agent-based Argo CD, built and operated by its original creators.
Governance and pipelines wrapped around
Argo CD components running in your
environment.
Governance and pipelines wrapped around Argo CD components running in your environment.
Who operates Argo CD
Who operates Argo CD
Akuity hosts the control plane and handles
upgrades, patching, scaling, HA, and DR.
Akuity hosts the control plane and handles upgrades, patching, scaling, HA, and DR.
Akuity hosts the control plane and handles upgrades, patching, scaling, HA, and DR.
Argo CD components run in your
environment. The Agent auto-upgrades;
Argo CD upgrades are manual (per Harness
docs).
Argo CD components run in your environment. The Agent auto-upgrades; Argo CD upgrades are manual (per Harness docs).
Architecture
Architecture
Akuity hosts the control plane; the
Application Controller runs inside each
cluster via the Akuity Agent.
Akuity hosts the control plane; the Application Controller runs inside each
cluster via the Akuity Agent.
Akuity hosts the control plane; the
Application Controller runs inside each cluster via the Akuity Agent.
Agent and Argo CD components run in your
environment, reporting outbound to
Harness SaaS. Installed by Harness, or
connected to existing Argo CD (BYOA).
Agent and Argo CD components run in your
environment, reporting outbound to Harness SaaS. Installed by Harness, or
connected to existing Argo CD (BYOA).
Cluster connectivity
Cluster connectivity
Agent needs outbound access only — no
public API server exposure for Akuity, no
central cluster credentials.
Agent needs outbound access only — no public API server exposure for Akuity, no central cluster credentials.
Agent needs outbound access only — no public API server exposure for Akuity, no central cluster credentials.
Credentials stay in-cluster, not in Harness
SaaS. Managing remote clusters means
reaching their APIs and holding their access
details.
Credentials stay in-cluster, not in Harness SaaS. Managing remote clusters means reaching their APIs and holding their access
details.
Fleet scale
Fleet scale
One control plane, reconciliation distributed
per cluster, no customer-managed
management cluster. Tested at 50,000
apps and 1,000 clusters.
One control plane, reconciliation distributed
per cluster, no customer-managed management cluster. Tested at 50,000
apps and 1,000 clusters.
One control plane, reconciliation distributed per cluster, no customer-managed management cluster. Tested at 50,000 apps and 1,000 clusters.
Scales by adding agents and control
clusters; you size and operate that footprint
as the fleet grows.
Scales by adding agents and control clusters; you size and operate that footprint as the fleet grows.
Argo CD fidelity
Argo CD fidelity
Native Application, AppProject, and
ApplicationSet resources, plus the Argo CD
UI, API, and CLI.
Native Application, AppProject, and Application Set resources, plus the Argo CD UI, API, and CLI.
Native Application, AppProject, and ApplicationSet resources, plus the Argo CD UI, API, and CLI.
Supports all ApplicationSet generators, but
apps map to Harness services and projects;
first-class support is behind a feature flag.
Supports all ApplicationSet generators, but apps map to Harness services and projects; first-class support is behind a feature flag.
Promotion
Promotion
Kargo: GitOps-native promotion across
Kubernetes, Terraform, VMs, and
serverless. One workflow with approvals,
verification, and Git write-back.
Kargo: GitOps-native promotion across Kubernetes, Terraform, VMs, and serverless. One workflow with approvals,
verification, and Git write-back.
Kargo: GitOps-native promotion across Kubernetes, Terraform, VMs, and serverless. One workflow with approvals, verification, and Git write-back.
PR and CD pipelines open and sync GitOps
apps as steps in the Harness pipeline
model.
PR and CD pipelines open and sync GitOps apps as steps in the Harness pipeline model.
Operations and
intelligence
Operations and
intelligence
Akuity Intelligence opens incidents on
degraded apps, correlates logs, metrics,
and events in one timeline, and runs
runbooks (auto or approved).
Akuity Intelligence opens incidents on degraded apps, correlates logs, metrics, and events in one timeline, and runs runbooks (auto or approved).
Akuity Intelligence opens incidents on degraded apps, correlates logs, metrics, and events in one timeline, and runs
runbooks (auto or approved).
Dashboards, continuous verification,
rollback workflows, and PR/pipeline steps
across the suite.
Dashboards, continuous verification, rollback workflows, and PR/pipeline steps across the suite.
Enterprise readiness &
security
Enterprise readiness &
security
SSO, RBAC, audit logging, native HA/DR,
and SOC 2 / ISO 27001 / PCI DSS / HIPAA-
aligned compliance. The agent model
keeps the blast radius small.
SSO, RBAC, audit logging, native HA/DR, and SOC 2 / ISO 27001 / PCI DSS / HIPAA- aligned compliance. The agent model keeps the blast radius small.
SSO, RBAC, audit logging, native HA/DR, and SOC 2 / ISO 27001 / PCI DSS / HIPAA-aligned compliance. The agent model
keeps the blast radius small.
SSO, RBAC, audit, strong policy
governance, and enterprise compliance —
but you operate the Argo CD components
and their HA/DR.
SSO, RBAC, audit, strong policy governance, and enterprise compliance —
but you operate the Argo CD components and their HA/DR.
Cost model
Cost model
Usage-based: priced by applications,
Kargo stages, and AI tokens. Users and
target clusters unlimited.
Usage-based: priced by applications, Kargo stages, and AI tokens. Users and
target clusters unlimited.
Usage-based: priced by applications, Kargo stages, and AI tokens. Users and target clusters unlimited.
Developer 360 module licenses plus
CD/GitOps service consumption (active and
GitOps services, service instances).
Developer 360 module licenses plus CD/GitOps service consumption (active and GitOps services, service instances).
Proven at scale
Proven at scale
Teams adopt Akuity to scale GitOps while taking Argo CD operations off their plate.
CoreWeave
CoreWeave
Cloud infrastructure / AI
3 days → <1 hr
3 days → <1 hr
Customer onboarding
1,500+
1,500+
Apps, thousands of
deploys/mo
Apps, thousands of deploys/mo
Cut customer onboarding from 3 days to under an hour
and now runs 1,500+ applications with thousands of
deployments a month on Akuity's co-managed, agent-
based model, without exposing customer networks.
Cut customer onboarding from 3 days to under an hour and now runs 1,500+ applications with thousands of deployments a month on Akuity's co-managed, agent- based model, without exposing customer networks.
“At our scale, I don't think about it. It just runs.”
“At our scale, I don't think about it. It just runs.”
Jacob Feldman, CoreWeave
Mastery Logistics
Mastery Logistics
Logistics technology / SaaS
140+ hrs
140+ hrs
Saved per quarter
40,000+
40,000+
Apps across 50+
clusters
Apps across 50+ clusters
Migrated off self-managed Argo CD in hours with no re-
architecting, reclaiming 140+ engineering hours per
quarter while centrally managing 40,000+ applications
across 50+ clusters.
Migrated off self-managed Argo CD in hours with no re-architecting, reclaiming 140+ engineering hours per quarter while centrally managing 40,000+ applications across 50+ clusters.
Migrated off self-managed Argo CD in hours with no re-architecting, reclaiming 140+ engineering hours per quarter while centrally managing 40,000+ applications
across 50+ clusters.
“Akuity gave us the ability to do more with less.”
Kyle Titus, Mastery Logistics
Conclusion
The enterprise platform for Kubernetes
GitOps — not a managed add-on to Argo
CD
The enterprise platform for Kubernetes GitOps — not a managed add-on to Argo CD
The enterprise platform for Kubernetes GitOps — not a managed add-on to Argo CD
Akuity is the better choice for organizations making GitOps the operating model for Kubernetes. It re-architects
Argo CD for fleet scale, runs the control plane — upgrades, scaling, and HA/DR included — so platform teams stop
staffing and operating Argo CD, makes promotion a first-class GitOps concern with Kargo, and keeps users and
clusters unlimited.
Akuity is the better choice for organizations making GitOps the operating model for Kubernetes. It re-architects Argo CD for fleet scale, runs the control plane — upgrades, scaling, and HA/DR included — so platform teams stop
staffing and operating Argo CD, makes promotion a first-class GitOps concern with Kargo, and keeps users and clusters unlimited.
Akuity is the better choice for organizations making GitOps the operating model for Kubernetes. It re-architects
Argo CD for fleet scale, runs the control plane — upgrades, scaling, and HA/DR included — so platform teams stop
staffing and operating Argo CD, makes promotion a first-class GitOps concern with Kargo, and keeps users and
clusters unlimited.
Harness is a capable, broad DevOps suite, and the right call when the goal is consolidating many DevOps
functions — CI, IaC, feature flags, security testing, cloud cost — into one vendor. But its GitOps module is a layer
on top of the Argo CD you still operate. For teams serious about GitOps-native delivery, Akuity is not a managed
add-on to Argo CD — it is the enterprise platform for it, built by the people who created Argo CD and Kargo.
Harness is a capable, broad DevOps suite, and the right call when the goal is consolidating many DevOps functions — CI, IaC, feature flags, security testing, cloud cost — into one vendor. But its GitOps module is a layer
on top of the Argo CD you still operate. For teams serious about GitOps-native delivery, Akuity is not a managed add-on to Argo CD — it is the enterprise platform for it, built by the people who created Argo CD and Kargo.
FAQ
FAQ
Is Akuity only for Kubernetes?
No. Akuity began as the GitOps platform for Kubernetes, and as of
December 2025 its promotion layer (Kargo Enterprise) spans Kubernetes,
Terraform/OpenTofu, VMs, and serverless — one GitOps workflow with
shared approvals and audit across targets. Kubernetes and Argo CD remain
the core, but delivery is no longer Kubernetes-only.
No. Akuity began as the GitOps platform for Kubernetes, and as of December 2025 its promotion layer (Kargo Enterprise) spans Kubernetes, Terraform/OpenTofu, VMs, and serverless — one GitOps workflow with shared approvals and audit across targets. Kubernetes and Argo CD remain the core, but delivery is no longer Kubernetes-only.
No. Akuity began as the GitOps platform for Kubernetes, and as of December 2025 its promotion layer (Kargo Enterprise) spans Kubernetes, Terraform/OpenTofu, VMs, and serverless — one GitOps workflow with shared approvals and audit across targets. Kubernetes and Argo CD remain the core, but delivery is no longer Kubernetes-only.
Is Harness GitOps built on Argo CD?
Is Harness GitOps built on Argo CD?
Yes. Harness GitOps packages an agent with Argo CD components that run
in the customer environment, and can install them for you (standard setup)
or connect to an existing Argo CD installation (BYOA). It adds Harness
services, dashboards, and pipeline workflows around that foundation. Akuity
is also Argo CD, but re-architected: the control plane is hosted and the
Application Controller runs in each cluster.
Yes. Harness GitOps packages an agent with Argo CD components that run
in the customer environment, and can install them for you (standard setup) or connect to an existing Argo CD installation (BYOA). It adds Harness services, dashboards, and pipeline workflows around that foundation. Akuity is also Argo CD, but re-architected: the control plane is hosted and the Application Controller runs in each cluster.
Yes. Harness GitOps packages an agent with Argo CD components that run in the customer environment, and can install them for you (standard setup) or connect to an existing Argo CD installation (BYOA). It adds Harness services, dashboards, and pipeline workflows around that foundation. Akuity is also Argo CD, but re architected: the control plane is hosted and the
Application Controller runs in each cluster.
Can Akuity and Harness be used together?
Yes. A common split is Akuity for Kubernetes-native GitOps, Argo CD
operations, and Kargo promotions, with Harness where broad CI/CD or non-
Kubernetes workflows are the main requirement.
Yes. A common split is Akuity for Kubernetes-native GitOps, Argo CD operations, and Kargo promotions, with Harness where broad CI/CD or non-
Kubernetes workflows are the main requirement.
How hard is it to move to Akuity?
Not hard, because Akuity is upstream Argo CD — your manifests, repos, and
existing Argo CD setup carry over as-is, with no re-architecting and nothing
to rewrite. You connect your clusters with an outbound-only agent and
Akuity takes over the control plane. Teams have migrated off self-managed
Argo CD in hours rather than weeks; Mastery Logistics did it with no
downtime and immediately handed off the upgrade, scaling, and HA work
they'd been carrying.
Not hard, because Akuity is upstream Argo CD — your manifests, repos, and
existing Argo CD setup carry over as-is, with no re-architecting and nothing to rewrite. You connect your clusters with an outbound-only agent and Akuity takes over the control plane. Teams have migrated off self-managed Argo CD in hours rather than weeks; Mastery Logistics did it with no
downtime and immediately handed off the upgrade, scaling, and HA work they'd been carrying.
Not hard, because Akuity is upstream Argo CD — your manifests, repos, and existing Argo CD setup carry over as-is, with no re-architecting and nothing to rewrite. You connect your clusters with an outbound-only agent and
Akuity takes over the control plane. Teams have migrated off self-managed Argo CD in hours rather than weeks; Mastery Logistics did it with no downtime and immediately handed off the upgrade, scaling, and HA work they'd been carrying.
Do I have to give up the open-source Argo
CD experience?
Do I have to give up the open-source Argo CD experience?
No — that's the point. You get the same Argo CD resources, UI, API, and CLI
your team already knows, plus open-source Kargo for promotion. Nothing is
wrapped in a proprietary model, so your skills and manifests stay portable
and you're never locked in. Akuity runs and hardens that foundation for fleet
scale; it doesn't replace it.
No — that's the point. You get the same Argo CD resources, UI, API, and CLI your team already knows, plus open-source Kargo for promotion. Nothing is wrapped in a proprietary model, so your skills and manifests stay portable and you're never locked in. Akuity runs and hardens that foundation for fleet scale; it doesn't replace it.
No — that's the point. You get the same Argo CD resources, UI, API, and CLI your team already knows, plus open-source Kargo for promotion. Nothing is wrapped in a proprietary model, so your skills and manifests stay portable and you're never locked in. Akuity runs and hardens that foundation for fleet scale; it doesn't
replace it.
See how Akuity compares in
your environment
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