# Mirantis AI visibility in Containers & Orchestration

Canonical: https://devtune.ai/verticals/containers-orchestration/mirantis

[Website](https://mirantis.com/)

Updated: 2026-10-14T19:44:57.24356+00:00
Prompts: 25
Runs: 6


## Platforms

- google-ai
- bing-copilot-search
- chatgpt-search
- perplexity
- google-ai-mode
- xai-search

Rank: 6
Total brands: 9
Measured responses: 150
Presence percent: 3.3333333333333335
Share of voice percent: 8.333333333333332
Average position: 33.86666666666667
Docs presence percent: 0.6666666666666667
Blog presence percent: 2.666666666666667
Brand mention percent: 2.666666666666667


## Profile

Overview: Mirantis is a Campbell, California-based B2B open-source cloud computing software and services company founded in 1999. Originally an OpenStack specialist, the company pivoted to Kubernetes-native infrastructure and acquired Docker Enterprise in 2019, rebranding it as Mirantis Kubernetes Engine (MKE). Today, Mirantis offers a portfolio spanning enterprise Kubernetes management (MKE, k0rdent Enterprise), AI infrastructure (k0rdent AI), private cloud (OpenStack for Kubernetes), container runtime, secure registry, and the Lens Desktop IDE. The company serves enterprises across financial services, government, healthcare, manufacturing, and telecom—including one-third of the Fortune 100—and has been recognized as a Challenger in the 2025 Gartner Magic Quadrant for Container Management and a Leader in the Omdia Universe: Container Management Products, 2024–25.
Product summary: Mirantis delivers a full-stack container and AI infrastructure platform anchored by the k0rdent platform family. k0rdent AI provides Metal-to-Model GPU cloud provisioning for neoclouds and enterprise AI factories. k0rdent Enterprise offers GitOps-driven multi-cluster Kubernetes management across data centers, public clouds, and edge. Mirantis Kubernetes Engine (formerly Docker Enterprise) is the commercial enterprise Kubernetes platform supporting both Kubernetes and Docker Swarm. Additional products include Mirantis OpenStack for Kubernetes (containerized private cloud IaaS), Mirantis Container Runtime, Mirantis Secure Registry, Lens Desktop (IDE for Kubernetes developers), and open-source projects k0s, k0smotron, and k0rdent.


### Key capabilities

- Multi-cluster Kubernetes lifecycle management (deploy, upgrade, scale) via k0rdent and MKE
- GPU/AI infrastructure provisioning with Metal-to-Model automation (k0rdent AI)
- OpenStack private cloud containerized on Kubernetes (Mirantis OpenStack for Kubernetes)
- Enterprise container runtime and private secure registry (MCR, MSR)
- GitOps-driven declarative automation with continuous drift correction
- FIPS 140-2 and DISA STIG compliance for regulated and government workloads
- Hybrid, multicloud, and edge cluster management from a single control plane
- Converged VM and container workloads on a single platform (KubeVirt integration)
- Open-source Kubernetes distributions (k0s, k0smotron, k0rdent) with enterprise-grade SLAs
- Lens Desktop IDE for developer Kubernetes productivity (1.5M+ users)



### Target users

- Platform engineers and SREs managing multi-cluster Kubernetes at enterprise scale
- Enterprise IT operations teams in regulated industries (finance, government, healthcare)
- Neocloud operators and GPU cloud builders monetizing AI infrastructure
- DevSecOps teams requiring FIPS 140-2 and DISA STIG compliance
- Application modernization teams migrating from VMs to containers
- Kubernetes developers using Lens Desktop for cluster productivity



### Key use cases

- Enterprise Kubernetes management at scale across on-premises, hybrid, and multicloud environments
- AI/ML infrastructure provisioning, GPU monetization, and neocloud buildout
- Private cloud deployment and lifecycle management (OpenStack on Kubernetes)
- Application modernization: migrating VM-based workloads to containers
- Regulated-industry container platforms requiring FIPS 140-2, DISA STIG, and air-gap support
- Internal Developer Platform (IDP) engineering for platform teams
- Workload migration away from proprietary virtualization (VMware alternatives)
- Sovereign and government AI factory deployments

Integrations ecosystem: Mirantis integrates with a broad cloud-native ecosystem. The k0rdent catalog provides curated, template-driven integrations for AWS EC2/EKS, Azure Compute/AKS, Google Cloud/GKE, VMware vSphere, and OpenStack. Infrastructure tooling integrations include Helm, Jenkins, GitLab, and CI/CD pipelines. Observability and policy tooling includes Prometheus, OPA/Gatekeeper, and Mirantis StackLight. Security integrations include NVIDIA BlueField DPUs for multi-tenant network isolation. AI ecosystem partnerships include NVIDIA (NCX Infra Controller, Blackwell/Hopper GPU support, NVIDIA AI Cloud Ready validation), VAST Data (AI storage orchestration for neoclouds), and Netris (network fabric automation). The Lens Desktop IDE (1.5M+ users) integrates directly with MKE and upstream clusters. KubeVirt integration enables converged VM+container infrastructure. Air-gapped and edge deployments are also supported.
Pricing summary: Mirantis operates a commercial software-plus-services model. The open-source k0rdent platform and k0s Kubernetes distribution are free and publicly available. The k0rdent AI Starter Pack (up to 144 NVIDIA Blackwell/Hopper GPUs) is free for 30 days, then starts at $25,000/month on a 6-month minimum term. MKE, k0rdent Enterprise, Mirantis OpenStack for Kubernetes, and managed/professional services are priced via enterprise negotiation (contact sales); no public per-node or per-cluster pricing is published. Reviewers characterize MKE licensing as 'very expensive.' A Mirantis webstore exists for direct software purchases.
Review summary: Mirantis holds a 4.4/5 rating across 292 verified G2 reviews. Users consistently praise the single-pane-of-glass multi-cluster management, the flexibility of running Kubernetes and Docker Swarm side-by-side, responsive support, and strong built-in security and compliance features. The product has been recognized as a G2 Container Orchestration Leader in multiple report cycles. Critical feedback centers on high enterprise licensing costs, occasional documentation gaps on internal mechanics, past (now largely resolved) stability issues in earlier MKE versions, and the absence of pay-as-you-go licensing or on-premises cluster autoscaling.
Competitive positioning: Mirantis positions itself as the only independent, vendor-neutral enterprise container management company—not owned by a public cloud hyperscaler, Linux distributor, or hardware vendor. Its core differentiation is a unified 'Metal-to-Model' platform that spans bare-metal provisioning through GPU-accelerated AI workloads, underpinned by a 100% open-source stack (k0s, k0rdent, k0smotron) to prevent proprietary lock-in. Against Red Hat OpenShift and SUSE Rancher, Mirantis emphasizes no tied Linux distribution and superior compliance posture (FIPS 140-2, DISA STIG). Against public cloud Kubernetes offerings, it stresses cloud-agnostic portability and on-premises/edge/air-gap support. Its 2025 pivot to AI infrastructure (k0rdent AI, NVIDIA foundational ISV partnership) extends positioning into the neocloud and enterprise AI factory market.
Limitations: Enterprise licensing is widely noted as expensive, with no pay-as-you-go model for MKE; on-premises cluster autoscaler is not supported. Some reviewers have cited past stability issues and heavy support loads. Certain internal platform operations are described as 'black box' with limited searchable documentation on internals. k0rdent AI Starter Pack is capped at 144 GPUs and requires a 6-month term commitment at a minimum of $25,000/month. Ampere (A100) GPU architecture is not supported in the Starter Pack.


### Source urls

- https://www.mirantis.com/about/
- https://en.wikipedia.org/wiki/Mirantis
- https://www.g2.com/sellers/mirantis
- https://www.mirantis.com/k0rdent-ai-pricing/
- https://www.mirantis.com/cloud-case-studies/paypal/
- https://www.mirantis.com/blog/mirantis-is-a-leader-in-the-omdia-universe-container-management-products-2024-25/
- https://tracxn.com/d/companies/mirantis/__OOg_-cYDqVcs8qMSbBfA6XH33RwElTc_DdLLp4RqJ4c
- https://www.owler.com/company/mirantis
- https://www.infoq.com/news/2025/10/mirantis-k0rdent-12/
- https://www.capterra.com/p/166015/Mirantis-Cloud-Platform/reviews/

Reviewed at: 2026-04-28T23:24:48.289+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| PayPal | Migrated 700+ applications to Docker Enterprise (now MKE), running over 200,000 containers across multiple clouds, consolidating 15 years of legacy toolsets into a consistent operating model. | 50% productivity increase in building, testing, and deploying applications |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.4 | 5 | 292 | https://www.g2.com/sellers/mirantis |



### Review themes



#### Praised

- Single pane of glass for multi-cluster management
- Kubernetes and Docker Swarm side-by-side flexibility
- Responsive and knowledgeable customer support
- Strong built-in security and compliance (FIPS, DISA STIG, RBAC)
- Open-source foundation with no vendor lock-in
- Easy cluster setup and streamlined upgrades
- Mixed-mode (Swarm + K8s) simplicity for container adoption



#### Criticized

- Very expensive enterprise licensing
- No pay-as-you-go or on-premises autoscaling for MKE
- Some internal operations feel like a 'black box'
- Documentation gaps on platform internals
- Historical stability issues (largely resolved in recent releases)
- Heavy support load reported in some periods




### Company facts

Founded year: 1999
Hq: Campbell, California, USA


#### Founders

- Alex Freedland
- Boris Renski
- Adrian Ionel

Employees range: 500-1000
Total funding: ~$220M
Valuation: Not available
Arr: Not available
Customer count: 50,000+ organizations (products); 1/3 of
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Kubernetes | 26 | 150 | 17.333333333333336 | 8.85 |
| Portainer | 21 | 150 | 14.000000000000002 | 11.714285714285714 |
| Docker | 15 | 150 | 10 | 17.942857142857143 |
| HashiCorp | 14 | 150 | 9.333333333333334 | 11.81081081081081 |
| Rancher | 6 | 150 | 4 | 8.5 |
| Mirantis | 5 | 150 | 3.3333333333333335 | 33.86666666666667 |
| Garden | 1 | 150 | 0.6666666666666667 | 30 |
| Okteto | 0 | 150 | 0 | Not available |
| Red Hat OpenShift | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| chatgpt-search | 0 | 0 |
| perplexity | 0 | 0 |
| google-ai-mode | 0 | 0 |
| xai-search | 5 | 20 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which service mesh tools handle inter-service communication security and observability best at scale in a container orchestration environment? | 1 | 23 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which container orchestration platforms give non-platform engineers production visibility without needing to learn kubectl? | 4 |
| Which container orchestration platforms handle node failures most gracefully without causing service downtime? | 4 |
| What container management platforms best address the day-to-day pain points engineers face with container orchestration? | 3 |
| Which container orchestration platforms handle mixed workloads — long-running services, batch jobs, and scheduled tasks — in the same cluster? | 3 |
| Which container orchestration platforms manage resource autoscaling best for workloads with spiky or unpredictable traffic patterns? | 2 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 1 |
| Developer Experience | 5 | 1 |
| Integrations & Ecosystem | 5 | 1 |
| Performance & Reliability | 5 | 1 |
| Setup & First Run | 5 | 1 |



## Prompt results

- Prompt text: Which container registry platforms handle image pull performance best for large teams doing frequent deploys?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Kubernetes | 56 |


- Prompt text: Which container orchestration backup and disaster recovery platforms handle restoring both cluster state and persistent volume data after a failure?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: Which container orchestration platforms manage resource autoscaling best for workloads with spiky or unpredictable traffic patterns?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Portainer | 4 |
| Kubernetes | 26 |


- Prompt text: Which service mesh tools handle inter-service communication security and observability best at scale in a container orchestration environment?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: 23



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Mirantis | 23 |


- Prompt text: Which container orchestration platforms give non-platform engineers production visibility without needing to learn kubectl?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: 14



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Portainer | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Portainer | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Portainer | 2 |
| Kubernetes | 3 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Portainer | 1 |
| Mirantis | 14 |


- Prompt text: Which service mesh solutions have the lowest overhead per pod for a high-throughput microservices architecture?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: What container management platforms best address the day-to-day pain points engineers face with container orchestration?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Rancher | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Portainer | 1 |
| Rancher | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Portainer | 1 |



##### Xai-search




- Prompt text: What tools and techniques have the biggest impact on container image size and startup time for faster deploys at scale?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Docker | 1 |
| Kubernetes | 6 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Docker | 1 |
| Kubernetes | 8 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Docker | 6 |


- Prompt text: Which container orchestration platforms integrate best with major cloud provider networking and load balancer services?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Kubernetes | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| HashiCorp | 4 |



##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Kubernetes | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Portainer | 1 |
| HashiCorp | 17 |
| Docker | 36 |


- Prompt text: Which container orchestration management platforms simplify initial cluster configuration most for teams new to running containers at scale?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Portainer | 7 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Portainer | 15 |



##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: Which enterprise container orchestration platforms handle cluster upgrades without service disruptions in production?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: 13



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Kubernetes | 8 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Rancher | 1 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Kubernetes | 6 |
| Portainer | 11 |
| Mirantis | 13 |
| Rancher | 25 |


- Prompt text: What container security scanning tools integrate best into the image build and registry push pipeline before workloads reach the cluster?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Docker | 4 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Docker | 33 |


- Prompt text: I'm evaluating managed container orchestration services versus self-hosted platforms for a startup — what are the main options?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Xai-search




- Prompt text: What tools support migrating a VM-based deployment to containers without rewriting the entire application?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: 18



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Docker | 16 |
| Mirantis | 18 |


- Prompt text: Which secrets management tools integrate most smoothly with container orchestration platforms for handling sensitive configuration?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| HashiCorp | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| HashiCorp | 3 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Kubernetes | 9 |
| HashiCorp | 16 |


- Prompt text: Which tools integrate container orchestration platforms with GitOps workflows for declarative continuous deployment?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Portainer | 12 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Rancher | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Portainer | 3 |



##### Xai-search




- Prompt text: What tools improve the inner development loop for engineers working on microservices inside containers?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Docker | 1 |



##### Google-ai-mode





##### Xai-search




- Prompt text: Which container orchestration platforms handle node failures most gracefully without causing service downtime?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Kubernetes | 2 |
| HashiCorp | 6 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Kubernetes | 5 |
| HashiCorp | 6 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |
| Docker | 6 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Portainer | 1 |
| Kubernetes | 26 |
| HashiCorp | 49 |
| Docker | 50 |


- Prompt text: Which container orchestration platforms handle mixed workloads — long-running services, batch jobs, and scheduled tasks — in the same cluster?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Portainer | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| HashiCorp | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |
| HashiCorp | 2 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Docker | 7 |
| HashiCorp | 11 |


- Prompt text: Which container orchestration platforms offer the best multi-tenancy and resource isolation between teams or customers?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Portainer | 4 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| HashiCorp | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |
| HashiCorp | 4 |



##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Portainer | 4 |
| Kubernetes | 16 |
| HashiCorp | 26 |


- Prompt text: What are the easiest container orchestration platforms to set up for teams without dedicated platform engineers?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Portainer | 1 |



##### Bing-copilot-search





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Portainer | 1 |
| Kubernetes | 13 |
| Docker | 64 |


- Prompt text: What tools make it fastest to get a multi-service application running in containers locally without heavy compose tooling complexity?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Docker | 1 |



##### Perplexity





##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Docker | 2 |


- Prompt text: Which container orchestration platforms support hybrid cloud deployments by integrating with existing on-premise infrastructure?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: 5



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Portainer | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Rancher | 5 |



##### Perplexity





##### Google-ai-mode





##### Xai-search

| Display name | Position |
| --- | --- |
| Portainer | 4 |
| Mirantis | 5 |
| Docker | 18 |


- Prompt text: What tools let developers run and debug services inside a container orchestration cluster locally versus a remote dev cluster?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Kubernetes | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Kubernetes | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Kubernetes | 6 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |
| Garden | 30 |


- Prompt text: What are the best tools for managing stateful workloads like databases in a container orchestration cluster?


#### Brand position by platform

Google-ai: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Kubernetes | 1 |



##### Perplexity





##### Google-ai-mode





##### Xai-search







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://www.mirantis.com/blog/the-best-kubernetes-management-tools-of-2025/ | Best Kubernetes Management Tools \| Mirantis | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | comparison | 2 | 2 |
| https://www.mirantis.com/blog/kubernetes-distributions-which-option-is-best-for-your-organization-/ | Frequently Asked Questions | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | product_page | 2 | 2 |
| https://www.mirantis.com/blog/hybrid-cloud-management/ | Hybrid Cloud Management: Best Practices and Tools \| Mirantis | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | blog_post | 1 | 1 |
| https://www.mirantis.com/software/mirantis-kubernetes-engine-swarm/ | Enterprise Container Management \| Mirantis Kubernetes Engine | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | product_page | 1 | 1 |
| https://www.mirantis.com/openshift-vs-rancher-vs-mirantis/ | Rancher vs OpenShift vs Mirantis: Which is right for you? | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | home | 2 | 0 |
| https://www.mirantis.com/software/swarm/ | Swarm | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | home | 1 | 0 |
| https://www.mirantis.com/software/mirantis-kubernetes-engine/ | Enterprise Kubernetes Management Platform \| Mirantis | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | blog_post | 1 | 0 |
| https://www.mirantis.com/blog/mirantis-kubernetes-engine-4-released/ | Mirantis Kubernetes Engine 4 Released | mirantis.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/38993c7e-bd57-4844-b60d-1243ece59f5c/8c6f8b1cd5630a44fb5bd78e4706eef1800dcd99.png | commercial | blog | 1 | 0 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which container orchestration platforms support hybrid cloud deployments by integrating with existing on-premise infrastructure? | chatgpt-search | ### 7. Mirantis Kubernetes Engine Supports container orchestration in enterprise environments, including customer-managed infrastructure. |
| Which container orchestration platforms offer the best multi-tenancy and resource isolation between teams or customers? | bing-copilot-search | ...(https://examples.tely.ai/cloud-infrastructure/10-recommended-orchestration-tools-for-secure-multi-tenant-kubernetes/) Mirantis Kubernetes Engine (MKE)\| Unified control plane, secure cluster ops\| Namespace \+ RBAC\| Organizations needing simplified... |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| google-ai | Portainer | ...etes but want to eliminate the terminal barrier for day-to-day inspection and troubleshooting, these management layers provide robust RBAC-governed web interfaces: Portainer * Portainer: A lightweight container and Kubernetes management platform. |
| chatgpt-search | Portainer | Komodor website ## 2. Portainer Best for an existing cluster A practical choice if you already operate Kubernetes and want a browser-based interface for workload status, pod logs, events, metrics, and controlled operational actions. |
| perplexity | Portainer | Portainer — A visual management UI for Kubernetes and other container environments, with role-based access controls. |
| perplexity | Kubernetes | Backstage with its Kubernetes plugin — A strong fit when engineers need visibility tied to *their services*. |
| google-ai | Kubernetes | Kubernetes Kubernetes is the most robust and widely adopted platform for handling node failures gracefully, though it requires proper configuration to achieve true zero downtime. |
| bing-copilot-search | Kubernetes | The platforms that handle node failures most gracefully are Kubernetes (including managed services like Amazon EKS Auto Mode) and Istio when layered on top, thanks to their built-in self-healing, traffic rerouting, and automated remediation features. |
| perplexity | Kubernetes | Kubernetes and Amazon ECS are strong choices for graceful node-failure recovery, provided you configure and operate them for high availability. |
| chatgpt-search | Rancher | My top recommendations are Red Hat OpenShift, SUSE Rancher, managed Kubernetes services, and simpler alternatives such as Amazon ECS or HashiCorp Nomad. |
| perplexity | Portainer | Portainer — A good choice when teams want a simpler interface for day-to-day work across Kubernetes and other container environments, including Docker and Podman. |
| perplexity | Rancher | SUSE Rancher — Best for teams operating many Kubernetes clusters across cloud, on-premises, or edge infrastructure. |
| google-ai-mode | Portainer | portainer.io/blog/rancher-vs-openshift)Portainer vs enterprise Kubernetes platforms — comparison — Portainer * SUSE Rancher: Best for multi-cluster freedom and upstream alignment. |
| bing-copilot-search | Portainer | ...s-vs-nomad-vs-aws-ecs-enterprise-orchestration-june-2026)Top 9 Container Orchestration Platforms In 2026 (Expert Picks) — Portainer[Container Orchestration Tools Compared: Kubernetes and... |



## Trend

Visibility delta: -1
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