I need a comparison of the top ingress controllers like NGINX, Traefik, and Envoy for a lightweight dev environment running on minikube.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a comparison of the top ingress controllers like NGINX, Traefik, and Envoy for a lightweight dev environment running on minikube.
4 real searches · 1 real-search pass
Kubernetes ingress-nginx retirement 2026 project status official announcementGoogle ↗
OBSERVEDOther / navigational
Traefik Kubernetes Gateway API ingress controller documentation resource requirementsGoogle ↗
OBSERVEDInstruction
Envoy Gateway Kubernetes Gateway API documentation install resource requirementsGoogle ↗
OBSERVEDInstruction
NGINX Kubernetes ingress controller alternatives official documentation 2026Google ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Kubernetes ingress-nginx retirement 2026 project status official announcement Google ↗
Traefik Kubernetes Gateway API ingress controller documentation resource requirements Google ↗
Envoy Gateway Kubernetes Gateway API documentation install resource requirements Google ↗
NGINX Kubernetes ingress controller alternatives official documentation 2026 Google ↗
- GitHub - kubernetes/ingress-nginx: Ingress NGINX Controller for Kubernetes · github.com
- Kubernetes v1.36 Sneak Peek · kubernetes.io
- GitHub - nginx/kubernetes-ingress: NGINX and NGINX Plus Ingress Controllers for Kubernetes · github.com
- Using the Traefik Ingress Controller Addon · minikube.sigs.k8s.io
- Setup Traefik on Kubernetes · doc.traefik.io
- NGINX · kubernetes.nginx.org
- Installation · gateway.envoyproxy.io
- Quickstart · gateway.envoyproxy.io
- Installing Envoy · envoyproxy.io
- Traefik Kubernetes Ingress Documentation · doc.traefik.io
- Traefik Kubernetes Gateway API Documentation · doc.traefik.io
- Ingress Controllers · kubernetes.io
- Ingress NGINX: Statement from the Kubernetes Steering and Security Response Committees · kubernetes.io
- Traefik documentation · doc.traefik.io
- F5 NGINX Ingress Controller · docs.nginx.com
- Envoy Gateway documentation · gateway.envoyproxy.io
- Kubernetes Gateway API · gateway-api.sigs.k8s.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Kubernetes ingress-nginx retirement 2026 project status official announcement OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Traefik Kubernetes Gateway API ingress controller documentation resource requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Envoy Gateway Kubernetes Gateway API documentation install resource requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NGINX Kubernetes ingress controller alternatives official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |