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Comparison

agno vs goptuna

Verdict

Pick agno when agno is primarily Python; goptuna is Go; pick goptuna when goptuna is primarily Go; agno is Python.

Markdown twin · agno alternatives · goptuna alternatives

GraphCanon updated today

agno logo

agno

agno-agi/agno

★ 41kpushed Jul 11, 2026
vs
goptuna logo

goptuna

c-bata/goptuna

★ 279pushed Aug 12, 2025

Trust & integrity

Signalagnogoptuna
Maintenance
Very active (0d since push)
As of today · github_public_v1
Slowing (333d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Personal account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
48 low (48 low)
As of today · osv@v1
agno trust reportgoptuna trust reportTrust methodology

Tagline

agno
Build, run, and manage your own agent platform.
goptuna
A hyperparameter optimization framework, inspired by Optuna.

Stars

agno
41k
goptuna
279

Forks

agno
5.6k
goptuna
26

Open issues

agno
1.0k
goptuna
19

Language

agno
Python
goptuna
Go

Adopt for

agno
Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
goptuna
-

Persona

agno
-
goptuna
-

Runtime

agno
-
goptuna
-

License

agno
Apache-2.0
goptuna
MIT

Last pushed

agno
Jul 11, 2026
goptuna
Aug 12, 2025

Categories

agno
AI Agents, Developer Tools
goptuna
Developer Tools

Trust and health

Maintenance

agno
Very active (96%)
goptuna
Slowing (36%)

Days since push

agno
0d
goptuna
333d

Open issues (now)

agno
1.0k
goptuna
19

Owner type

agno
Organization
goptuna
User

Security scan

agno
No lockfile
goptuna
48 low (48 low)

Full report

agno
Trust report
goptuna
Trust report

Choose agno if…

  • agno is primarily Python; goptuna is Go.
  • License: agno is Apache-2.0, goptuna is MIT.
  • Tags unique to agno: agents, ai-agents, developer-tools, python.
  • Also covers AI Agents.
  • Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.

When NOT to use agno

  • 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.
GitHubDetails

Choose goptuna if…

  • goptuna is primarily Go; agno is Python.
  • License: goptuna is MIT, agno is Apache-2.0.
  • Tags unique to goptuna: bandit-algorithms, bayesian-optimization, blackbox-optimization, evolution-strategies.

When NOT to use goptuna

  • Last GitHub push was 333 days ago (slowing maintenance, Aug 12, 2025). Validate activity before betting a new project on goptuna.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Explore

agno trust report →goptuna trust report →AI Agents category →Developer Tools 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: agno 41k · goptuna 279 (synced Jul 11, 2026).

Common questions

What is the difference between agno and goptuna?
agno: Build, run, and manage your own agent platform.. goptuna: A hyperparameter optimization framework, inspired by Optuna.. See the comparison table for live GitHub stats and shared categories.
When should I choose agno over goptuna?
Choose agno over goptuna when agno is primarily Python; goptuna is Go; License: agno is Apache-2.0, goptuna is MIT; Tags unique to agno: agents, ai-agents, developer-tools, python; Also covers AI Agents; Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
When should I choose goptuna over agno?
Choose goptuna over agno when goptuna is primarily Go; agno is Python; License: goptuna is MIT, agno is Apache-2.0; Tags unique to goptuna: bandit-algorithms, bayesian-optimization, blackbox-optimization, evolution-strategies.
When should I avoid agno?
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.
When should I avoid goptuna?
Last GitHub push was 333 days ago (slowing maintenance, Aug 12, 2025). Validate activity before betting a new project on goptuna. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Is agno or goptuna more popular on GitHub?
agno has more GitHub stars (41,090 vs 279). Stars measure visibility, not whether either tool fits your constraints.
Are agno and goptuna open source?
Yes - both are open-source projects on GitHub (agno: Apache-2.0, goptuna: MIT).
Where can I find alternatives to agno or goptuna?
GraphCanon lists graph-backed alternatives at agno alternatives and goptuna alternatives (agno markdown twin, goptuna 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, agno or goptuna?
agno: Very active. goptuna: Slowing. 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 agno and goptuna?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agno trust report; goptuna trust report.