Managed Kubernetes platforms · September 2026 Edition
DigitalOcean Kubernetes vs Civo
Three of twelve models named DigitalOcean Kubernetes first on the direct prompt; zero named Civo. DigitalOcean Kubernetes was named by twelve of the twelve models and Civo by nine and DigitalOcean Kubernetes carries 42 labels and Civo 22, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share22%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 11; printed, not drawn.
Labels4222A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, DigitalOcean Kubernetes reading right to left. Rank and label count are printed, not drawn.Google Kubernetes Engine was named alongside these two in nine of the twelve direct answers. Google Kubernetes Engine vs DigitalOcean Kubernetes · Google Kubernetes Engine vs Civo
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the managed kubernetes platforms page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
DigitalOcean KubernetesFirst choices, of twelve modelsCivo
Direct301 against DigitalOcean Kubernetes
Paraphrase002 against DigitalOcean Kubernetes
Comparative00
Budget-constrained85
Scale-constrained00
Negative012 against DigitalOcean Kubernetes
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where DigitalOcean Kubernetes and Civo stood in it.
DigitalOcean Kubernetes first, Civo an alternative
3 of 12 modelsCivo was named in the answer but not as the choice, or not at all.Perplexity SonarDigitalOcean Kubernetes, Google Kubernetes Engine alternatives: Amazon EKS, Azure Kubernetes Service
Grok 4.1 FastDigitalOcean Kubernetes alternatives: Google Kubernetes Engine, Linode Kubernetes Engine
Mistral SmallDigitalOcean Kubernetes, Linode Kubernetes Engine alternatives: Azure Kubernetes Service, Civo, Google Kubernetes Engine
Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5no first choice alternatives: Civo, DigitalOcean Kubernetes, Fairwinds, Northflank
DeepSeek V4 FlashGoogle Kubernetes Engine alternatives: Amazon EKS, Azure Kubernetes Service, Civo, DigitalOcean Kubernetes
Qwen 3.7 FlashAzure Kubernetes Service, Google Kubernetes Engine alternatives: DigitalOcean Kubernetes, Linode Kubernetes Engine
GLM 4.7 FlashXRancher alternatives: DigitalOcean Kubernetes, UpCloud Managed Kubernetes
Neither was named
5 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniAmazon EKS alternatives: Azure Kubernetes Service, Google Kubernetes Engine, Red Hat OpenShift
Gemini 3.5 FlashGoogle Kubernetes Engine alternatives: Amazon EKS, Azure Kubernetes Service
Llama 4 MaverickLinode Kubernetes Engine alternatives: Northflank, Portainer, Scaleway Kapsule
Kimi K2Azure Kubernetes Service, Google Kubernetes Engine
MiniMax M2.5Linode Kubernetes Engine alternatives: Amazon EKS, Azure Kubernetes Service, Google Kubernetes Engine
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
DigitalOcean Kubernetes leads by twenty-nine points.
DigitalOcean Kubernetes39%#1 of 11Civo11%#3 of 11Mid-marketThe figures above
DigitalOcean Kubernetes leads by twelve points.
DigitalOcean Kubernetes22%#2 of 11Civo10%#3 of 11Enterprise
Level: the same share of first choices.
DigitalOcean Kubernetes0%#9 of 9Civo0%#– of 9What the models said about DigitalOcean Kubernetes
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid if: Production needing 99.99%+ uptime or fast support.” Grok 4.1 Fast · negative prompt · hard negative
“DigitalOcean lacks the deep enterprise compliance tooling, advanced VPC security controls, and global regional footprint” Gemini 3.5 Flash · direct prompt · soft negative
“DigitalOcean lacks the deeply granular enterprise security controls ... that Fortune 500 B2B buyers often demand.” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Best Overall for Limited Budgets: DigitalOcean DOKS or Linode LKE tend to offer the best value for smaller deployments” Claude Haiku 4.5 · budget prompt · first choice
“Best all‑around budget choice: DigitalOcean DOKS – free control plane, per‑second billing, generous bandwidth” GLM 4.7 FlashX · budget prompt · first choice
“Start with DigitalOcean (DOKS) or Civo - both offer free control planes and simple, predictable pricing” Kimi K2 · budget prompt · first choice
What the models said about Civo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Start with DigitalOcean (DOKS) or Civo - both offer free control planes and simple, predictable pricing” Kimi K2 · budget prompt · first choice
“starting with well-established, developer-friendly platforms like Civo, DigitalOcean, GKE, or AKS is safer” Mistral Small · negative prompt · first choice
“The best managed Kubernetes platform for a company with a limited budget is Civo” Llama 4 Maverick · budget prompt · first choice
Also compared
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.