Real ChatGPT answer · index seedDaPv8rxTFsIcompleteB2B software · developer toolscommercial

Can you list the top rated open source Kubernetes ingress solutions that reduce infrastructure costs while maintaining high availability?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you list the top rated open source Kubernetes ingress solutions that reduce infrastructure costs while maintaining high availability?
2 real searches · 1 real-search pass
Kubernetes ingress-nginx retirement 2026 official announcement alternatives Gateway APIGoogle ↗
OBSERVED
best open source Kubernetes ingress controllers 2026 Gateway API HA resource efficiency Envoy HAProxy Traefik KongGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Kubernetes ingress-nginx retirement 2026 official announcement alternatives Gateway API Google ↗
best open source Kubernetes ingress controllers 2026 Gateway API HA resource efficiency Envoy HAProxy Traefik Kong Google ↗
  1. Official website · traefik.io
  2. GitHub · github.com
  3. HAProxy · haproxy.com
  4. GitHub project · github.com
  5. Cilium · cilium.io
  6. GitHub · github.com
  7. Official website · gateway.envoyproxy.io
  8. GitHub · github.com
  9. Official documentation · kubernetes.nginx.org
  10. GitHub · github.com
  11. Official website · apisix.apache.org
  12. GitHub · github.com
  13. Official website · konghq.com
  14. GitHub · github.com
  15. Ingress Controllers · kubernetes.io
  16. Implementations · gateway-api.sigs.k8s.io
  17. Introduction · gateway-api.sigs.k8s.io
  18. Ingress NGINX Retirement: What You Need to Know · kubernetes.io
  19. Ingress NGINX: Statement from the Kubernetes Steering and Security Response Committees · kubernetes.io
  20. The Ingress NGINX Alternative: Open Source NGINX Ingress Controller for the Long Term · blog.nginx.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kubernetes ingress-nginx retirement 2026 official announcement alternatives Gateway API
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
best open source Kubernetes ingress controllers 2026 Gateway API HA resource efficiency Envoy HAProxy Traefik Kong
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1