Which Kubernetes ingress controller setup has the lowest resource overhead and cheapest operational costs in current production environments?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which Kubernetes ingress controller setup has the lowest resource overhead and cheapest operational costs in current production environments?
3 real searches · 1 real-search pass
Kubernetes ingress controller resource overhead benchmark memory CPU Envoy Gateway Traefik HAProxy Cilium Gateway API 2026 productionGoogle ↗
OBSERVED
Kubernetes ingress-nginx retirement 2026 official project status alternatives Gateway APIGoogle ↗
OBSERVED
Cilium Gateway API resource usage Envoy Gateway Traefik production operations Kubernetes 2026Google ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Kubernetes ingress controller resource overhead benchmark memory CPU Envoy Gateway Traefik HAProxy Cilium Gateway API 2026 production Google ↗
Kubernetes ingress-nginx retirement 2026 official project status alternatives Gateway API Google ↗
Cilium Gateway API resource usage Envoy Gateway Traefik production operations Kubernetes 2026 Google ↗
- Ingress NGINX Retirement: What You Need to Know · kubernetes.io
- Ingress Controllers · kubernetes.io
- Benchmark: 8 Ingress Controllers Tested on Kubernetes 1.33 with 50k Concurrent Connections · johal.in
- The Kubernetes Ingress Landscape in 2026: Nginx Isn't the Center Anymore · falcao.org
- GitHub - howardjohn/gateway-api-bench: Gateway API Benchmarks provides a common set of tests to evaluate a Gateway API implementation. · github.com
- Gateway API Support · docs.cilium.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Kubernetes ingress controller resource overhead benchmark memory CPU Envoy Gateway Traefik HAProxy Cilium Gateway API 2026 production OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Kubernetes ingress-nginx retirement 2026 official project status alternatives Gateway API OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Cilium Gateway API resource usage Envoy Gateway Traefik production operations Kubernetes 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |