vioscaleAI
Alternatives

Google Cloud Service Mesh alternatives

On the evidence we track, the strongest alternative to Google Cloud Service Mesh is AWS App Mesh at 60/100. Google Cloud Service Mesh itself ranks #1 of 22 in service mesh. Every product below is scored on the same independent signals, so the ranking is comparable rather than a matter of opinion.

Google Cloud Service Mesh full profile →All Service Mesh →
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Ranked alternatives to Google Cloud Service Mesh

  1. 160
    AWS App Mesh

    A managed service that automates network traffic control and observability for microservices

    medium · 69%
    vs Google Cloud Service Mesh →
  2. 259
    Consul

    A distributed system for connecting and managing services across multiple data centers

    high · 75%
    vs Google Cloud Service Mesh →
  3. 358
    Kong Mesh

    A service mesh for connecting, managing, and securing workloads across any environment

    low · 38%
  4. 457
    Tetrate Service Bridge
    low · 31%
  5. 556
    Cilium

    An open-source platform for managing network connectivity, security, and observability in cloud-native environments using eBPF kernel technology

    medium · 54%
    vs Google Cloud Service Mesh →
  6. 656
    Istio

    A platform for managing microservice communication, security, and monitoring across cloud-native deployments

    medium · 53%
    vs Google Cloud Service Mesh →
  7. 755
    Linkerd

    A lightweight service mesh for Kubernetes that provides security, observability, and reliability features without requiring application modifications

    medium · 53%
    vs Google Cloud Service Mesh →
  8. 854
    Google Traffic Director

    A platform for deploying and managing service mesh infrastructure in cloud and on-premises environments

    low · 47%
  9. 953
    Azure Service Mesh
    low · 3%
  10. 1052
    Greymatter
    low · 47%
  11. 1152
    Kuma

    A service mesh for multi-zone, multi-cloud environments supporting both Kubernetes and VMs

    low · 43%
  12. 1251
    Traefik Mesh
    low · 47%
Still deciding?

Not sure which of these fits?

This ranking uses our balanced weighting. Say what actually matters to you (budget, compliance, self-hosting, team size) and the same service mesh get reordered against that instead.

Free to run, no account needed to start. How the evaluation works

Why these ones

An alternative here means a product in the same category as Google Cloud Service Mesh (Service Mesh), ranked by the vioscaleAI composite: a confidence-weighted blend of independent signals such as adoption, release activity, pricing transparency and security posture. There are no user reviews in it, and no vendor can pay to appear or to rank higher. Where we have not confirmed something, we show that rather than guessing.

Generated . See the method for how the composite is built, and why we are independent.