Best AI tools for DevOps engineers

kubernetes.io

Best for: AI recommends Kubernetes most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (100% of those answers)

54.2%

95% CI 40.3–67.4%

26 mentions · avg pos 5.5

first pick 19.2%

terraform.io

Best for: AI recommends Terraform most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (100% of those answers)

41.7%

95% CI 28.8–55.7%

20 mentions · avg pos 6

first pick 30%

dynatrace.com

Best for: AI recommends Dynatrace most when buyers ask “what AI tool should I use to automate incident root cause analysis” (100% of those answers)

35.4%

95% CI 23.4–49.6%

17 mentions · avg pos 6.9

first pick 11.8%

cursor.sh

Best for: AI recommends Cursor most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (88.9% of those answers)

31.3%

95% CI 19.9–45.3%

15 mentions · avg pos 5.4

first pick 20%

Best for: AI recommends Harness most when buyers ask “which AI DevOps tool is best for small engineering teams vs large platform teams” (66.7% of those answers)

29.2%

95% CI 18.2–43.2%

14 mentions · avg pos 7.3

first pick 7.1%

spacelift.io

Best for: AI recommends Spacelift most when buyers ask “best AI tools for DevOps and platform engineers” (77.8% of those answers)

29.2%

95% CI 18.2–43.2%

14 mentions · avg pos 9.8

first pick 0%

snyk.io

Best for: AI recommends Snyk most when buyers ask “which AI DevOps tool is best for small engineering teams vs large platform teams” (77.8% of those answers)

27.1%

95% CI 16.6–41%

13 mentions · avg pos 8

first pick 0%

Best for: AI recommends Bits AI most when buyers ask “what AI tool should I use to automate incident root cause analysis” (77.8% of those answers)

25%

95% CI 14.9–38.8%

12 mentions · avg pos 3.6

first pick 8.3%

claude.com

Best for: AI recommends Claude Code most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (55.6% of those answers)

20.8%

95% CI 11.7–34.3%

10 mentions · avg pos 5.7

first pick 20%

metoro.io

Best for: AI recommends Metoro most when buyers ask “which AI DevOps tool is best for small engineering teams vs large platform teams” (77.8% of those answers)

20.8%

95% CI 11.7–34.3%

10 mentions · avg pos 8

first pick 0%

pagerduty.com

Best for: AI recommends PagerDuty most when buyers ask “best AI tools for DevOps and platform engineers” (55.6% of those answers)

20.8%

95% CI 11.7–34.3%

10 mentions · avg pos 15.8

first pick 0%

incident.io

Best for: AI recommends incident.io most when buyers ask “best AI tools for DevOps and platform engineers” (55.6% of those answers)

16.7%

95% CI 8.7–29.6%

8 mentions · avg pos 12.3

first pick 0%

Best for: AI recommends Kuberns most when buyers ask “which AI DevOps tool is best for small engineering teams vs large platform teams” (33.3% of those answers)

14.6%

95% CI 7.2–27.2%

7 mentions · avg pos 5.6

first pick 0%

Best for: AI recommends Pulumi most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (44.4% of those answers)

14.6%

95% CI 7.2–27.2%

7 mentions · avg pos 7

first pick 0%

Best for: AI recommends Ansible most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (44.4% of those answers)

12.5%

95% CI 5.9–24.7%

6 mentions · avg pos 3.2

first pick 33.3%

Best for: AI recommends Datadog Bits AI most when buyers ask “what AI tool should I use to automate incident root cause analysis” (44.4% of those answers)

12.5%

95% CI 5.9–24.7%

6 mentions · avg pos 3.4

first pick 16.7%

bigpanda.io

Best for: AI recommends BigPanda most when buyers ask “what AI tool should I use to automate incident root cause analysis” (100% of those answers)

12.5%

95% CI 5.9–24.7%

6 mentions · avg pos 4.6

first pick 0%

Best for: AI recommends Pulumi AI most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (44.4% of those answers)

12.5%

95% CI 5.9–24.7%

6 mentions · avg pos 5

first pick 0%

datadoghq.com

12.5%

95% CI 5.9–24.7%

6 mentions · avg pos 7.5

first pick 0%

aws.amazon.com

12.5%

95% CI 5.9–24.7%

6 mentions · avg pos 8.8

first pick 16.7%

helm.sh

Best for: AI recommends Helm most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (50% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 2

first pick 40%

code.visualstudio.com

Best for: AI recommends VS Code most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (66.7% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 2.8

first pick 60%

git-scm.com

Best for: AI recommends Git most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (55.6% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 3.5

first pick 0%

newrelic.com

Best for: AI recommends New Relic most when buyers ask “what AI tool should I use to automate incident root cause analysis” (33.3% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 4

first pick 0%

splunk.com

Best for: AI recommends Splunk most when buyers ask “what AI tool should I use to automate incident root cause analysis” (66.7% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 4.8

first pick 0%

stackgen.com

Best for: AI recommends StackGen most when buyers ask “which AI DevOps tool is best for small engineering teams vs large platform teams” (55.6% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 5

first pick 0%

Best for: AI recommends kubectl most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (75% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 5.8

first pick 40%

slack.com

Best for: AI recommends Slack most when buyers ask “what AI tool should I use to automate incident root cause analysis” (44.4% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 6.3

first pick 20%

rootly.com

Best for: AI recommends Rootly most when buyers ask “what AI tool should I use to automate incident root cause analysis” (55.6% of those answers)

10.4%

95% CI 4.5–22.2%

5 mentions · avg pos 10

first pick 0%

Best for: AI recommends kubectl-ai most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (50% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions · avg pos 2

first pick 50%

energent.ai

Best for: AI recommends Energent.ai most when buyers ask “what AI tool should I use to automate incident root cause analysis” (55.6% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions · avg pos 5.3

first pick 50%

coderabbit.ai

Best for: AI recommends CodeRabbit most when buyers ask “best AI tools for DevOps and platform engineers” (33.3% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions · avg pos 8.5

first pick 0%

jenkins.io

Best for: AI recommends Jenkins most when buyers ask “best AI tools for DevOps and platform engineers” (44.4% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions · avg pos 10.7

first pick 25%

controlmonkey.io

Best for: AI recommends ControlMonkey most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (37.5% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions · avg pos 11.5

first pick 0%

sysdig.com

Best for: AI recommends Sysdig most when buyers ask “best AI tools for DevOps and platform engineers” (33.3% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions · avg pos 11.8

first pick 0%

Best for: AI recommends Azure DevOps most when buyers ask “which AI DevOps tool is best for small engineering teams vs large platform teams” (33.3% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions · avg pos 16.7

first pick 0%

dev.to

Best for: AI recommends Dev.to most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (37.5% of those answers)

8.3%

95% CI 3.3–19.6%

4 mentions

first pick 0%

Best for: AI recommends MLflow most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (44.4% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 1

first pick 100%

dvc.org

Best for: AI recommends DVC most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (44.4% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 1.7

first pick 33.3%

workik.com

Best for: AI recommends Workik AI most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (50% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 3

first pick 0%

augmentcode.com

Best for: AI recommends Augment Code most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (44.4% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 3.5

first pick 0%

resolve.ai

Best for: AI recommends Resolve AI most when buyers ask “what AI tool should I use to automate incident root cause analysis” (33.3% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 4.7

first pick 0%

betterstack.com

Best for: AI recommends Better Stack most when buyers ask “what AI tool should I use to automate incident root cause analysis” (33.3% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 5

first pick 0%

Best for: AI recommends Kubeflow most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (44.4% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 5

first pick 0%

hashicorp.com

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 6

first pick 0%

Best for: AI recommends K8sGPT most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (37.5% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 7

first pick 0%

logz.io

Best for: AI recommends Logz.io most when buyers ask “what AI tool should I use to automate incident root cause analysis” (66.7% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 7.5

first pick 0%

Best for: AI recommends Nudgebee most when buyers ask “what AI tool should I use to automate incident root cause analysis” (33.3% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 7.7

first pick 33.3%

gitlab.com

Best for: AI recommends GitLab most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (44.4% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 9

first pick 33.3%

vercel.com

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 12

first pick 0%

Best for: AI recommends Kyverno Chainsaw most when buyers ask “best AI tools for DevOps and platform engineers” (33.3% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 25.5

first pick 0%

Best for: AI recommends mirrord most when buyers ask “best AI tools for DevOps and platform engineers” (33.3% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 31

first pick 0%

Best for: AI recommends Nushell most when buyers ask “best AI tools for DevOps and platform engineers” (33.3% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions · avg pos 32.5

first pick 0%

axify.io

Best for: AI recommends Axify most when buyers ask “best AI tools for DevOps and platform engineers” (44.4% of those answers)

6.3%

95% CI 2.1–16.8%

3 mentions

first pick 0%

Best for: AI recommends CtrlOps most when buyers ask “which AI DevOps tool is best for small engineering teams vs large platform teams” (33.3% of those answers)

4.2%

95% CI 1.2–14%

2 mentions · avg pos 1

first pick 50%

pulumi.com

4.2%

95% CI 1.2–14%

2 mentions · avg pos 1

first pick 50%

render.com

Best for: AI recommends Render most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (33.3% of those answers)

4.2%

95% CI 1.2–14%

2 mentions · avg pos 2.5

first pick 50%

bentoml.com

4.2%

95% CI 1.2–14%

2 mentions · avg pos 3

first pick 0%

coralogix.com

Best for: AI recommends Coralogix most when buyers ask “what AI tool should I use to automate incident root cause analysis” (33.3% of those answers)

4.2%

95% CI 1.2–14%

2 mentions · avg pos 3

first pick 0%

metaflow.org

4.2%

95% CI 1.2–14%

2 mentions · avg pos 4

first pick 0%

getpanto.ai

Best for: AI recommends Panto AI most when buyers ask “best AI assistant for writing infrastructure as code and deployment scripts” (33.3% of those answers)

4.2%

95% CI 1.2–14%

2 mentions · avg pos 4

first pick 0%

datadog.com

4.2%

95% CI 1.2–14%

2 mentions · avg pos 4.5

first pick 50%

gitea.io

Best for: AI recommends Gitea most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (33.3% of those answers)

4.2%

95% CI 1.2–14%

2 mentions · avg pos 5

first pick 0%

ansible.com

4.2%

95% CI 1.2–14%

2 mentions · avg pos 6

first pick 0%

4.2%

95% CI 1.2–14%

2 mentions · avg pos 6.5

first pick 0%

qovery.com

Best for: AI recommends Qovery most when buyers ask “how do I use AI to generate Kubernetes configurations and Terraform scripts” (37.5% of those answers)

4.2%

95% CI 1.2–14%

2 mentions · avg pos 7

first pick 0%

4.2%

95% CI 1.2–14%

2 mentions · avg pos 7.5

first pick 0%

airflow.apache.org

Best for: AI recommends Apache Airflow most when buyers ask “lightweight alternatives to large enterprise AI DevOps platforms” (33.3% of those answers)

4.2%

95% CI 1.2–14%

2 mentions · avg pos 8

first pick 0%

honeycomb.io

4.2%

95% CI 1.2–14%

2 mentions · avg pos 12

first pick 0%

circleci.com

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 1

first pick 100%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 1

first pick 100%

codeium.com

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 1

first pick 100%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 1

first pick 100%

anthropic.com

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 2

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 2

first pick 0%

tabnine.com

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 2

first pick 0%

fastapi.tiangolo.com

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 3

first pick 0%

wandb.ai

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 3

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 4

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 4

first pick 0%

feast.dev

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 4

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 4

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 4

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 5

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 5

first pick 0%

pachyderm.com

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 5

first pick 0%

zenml.io

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 6

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 7

first pick 0%

iterative.ai

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 7

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 7

first pick 0%

neubird.ai

Best for: AI recommends NeuBird AI most when buyers ask “what AI tool should I use to automate incident root cause analysis” (33.3% of those answers)

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 8

first pick 0%

anyshift.io

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 9

first pick 0%

struct.ai

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 10

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 12

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 14

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 15

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 15

first pick 0%

continue.dev

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 16

first pick 0%

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 16

first pick 0%

terramodule.com

2.1%

95% CI 0.4–10.9%

1 mentions · avg pos 18

first pick 0%