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Comparison

kubeshark vs netdata

Verdict

Pick kubeshark when license: kubeshark is Apache-2.0, netdata is GPL-3.0; pick netdata when license: netdata is GPL-3.0, kubeshark is Apache-2.0.

Markdown twin · kubeshark alternatives · netdata alternatives

GraphCanon updated 1d

kubeshark logo

kubeshark

kubeshark/kubeshark

★ 12kpushed Jul 6, 2026
vs
netdata logo

netdata

netdata/netdata

★ 80kpushed Jul 11, 2026

Trust & integrity

Signalkubesharknetdata
Maintenance
Very active (5d since push)
As of 1d · github_public_v1
Very active (0d since push)
As of 1d · github_public_v1
Provenance
Not a fork · Organization account
As of 1d · github_public_v1
Not a fork · Organization account
As of 1d · github_public_v1
Security (OSV)
No MCP manifest
As of 1d · mcp_manifest
No MCP manifest
As of 1d · mcp_manifest
kubeshark trust reportnetdata trust reportTrust methodology

Tagline

kubeshark
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
netdata
The fastest path to AI-powered full stack observability, even for lean teams.

Stars

kubeshark
12k
netdata
80k

Forks

kubeshark
543
netdata
6.5k

Open issues

kubeshark
146
netdata
359

Language

kubeshark
Go
netdata
Go

Adopt for

kubeshark
-
netdata
-

Persona

kubeshark
-
netdata
-

Runtime

kubeshark
-
netdata
-

License

kubeshark
Apache-2.0
netdata
GPL-3.0

Last pushed

kubeshark
Jul 6, 2026
netdata
Jul 11, 2026

Categories

kubeshark
AI Agents, Developer Tools, Evaluation & Observability
netdata
Developer Tools, Evaluation & Observability

Trust and health

Days since push

kubeshark
5d
netdata
0d

Open issues (now)

kubeshark
146
netdata
359

Full report

kubeshark
Trust report
netdata
Trust report

Choose kubeshark if…

  • License: kubeshark is Apache-2.0, netdata is GPL-3.0.
  • Tags unique to kubeshark: cloud-native, ebpf, golang, grpc.
  • Also covers AI Agents.

When NOT to use kubeshark

  • AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
  • Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
GitHubDetails

Choose netdata if…

  • License: netdata is GPL-3.0, kubeshark is Apache-2.0.
  • Tags unique to netdata: ai, alerting, cncf, data-visualization.
  • More GitHub stars (80k vs 12k) - visibility, not fit.

When NOT to use netdata

  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
  • Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
GitHubDetails

Explore

kubeshark trust report →netdata trust report →AI Agents category →Developer Tools category →Evaluation & Observability category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: kubeshark 12k · netdata 80k (synced Jul 11, 2026).

Common questions

What is the difference between kubeshark and netdata?
kubeshark: eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.. netdata: The fastest path to AI-powered full stack observability, even for lean teams.. See the comparison table for live GitHub stats and shared categories.
When should I choose kubeshark over netdata?
Choose kubeshark over netdata when License: kubeshark is Apache-2.0, netdata is GPL-3.0; Tags unique to kubeshark: cloud-native, ebpf, golang, grpc; Also covers AI Agents.
When should I choose netdata over kubeshark?
Choose netdata over kubeshark when License: netdata is GPL-3.0, kubeshark is Apache-2.0; Tags unique to netdata: ai, alerting, cncf, data-visualization; More GitHub stars (80k vs 12k) - visibility, not fit.
When should I avoid kubeshark?
AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
When should I avoid netdata?
Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Is kubeshark or netdata more popular on GitHub?
netdata has more GitHub stars (79,594 vs 11,994). Stars measure visibility, not whether either tool fits your constraints.
Are kubeshark and netdata open source?
Yes - both are open-source projects on GitHub (kubeshark: Apache-2.0, netdata: GPL-3.0).
Where can I find alternatives to kubeshark or netdata?
GraphCanon lists graph-backed alternatives at kubeshark alternatives and netdata alternatives (kubeshark markdown twin, netdata markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, kubeshark or netdata?
kubeshark: Very active. netdata: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for kubeshark and netdata?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: kubeshark trust report; netdata trust report.