Comparison
agno vs SPPO
Verdict
Pick agno when tags unique to agno: agents, ai-agents, developer-tools; pick SPPO when tags unique to SPPO: deep-learning, fine-tuning, large-language-models, rlhf.
Markdown twin · agno alternatives · SPPO alternatives
GraphCanon updated today
Trust & integrity
| Signal | agno | SPPO |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (534d 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 | No lockfile As of today · none |
Tagline
- agno
- Build, run, and manage your own agent platform.
- SPPO
- The official implementation of Self-Play Preference Optimization (SPPO)
Stars
- agno
- 41k
- SPPO
- 589
Forks
- agno
- 5.6k
- SPPO
- 48
Open issues
- agno
- 1.0k
- SPPO
- 15
Language
- agno
- Python
- SPPO
- Python
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.
- SPPO
- -
Persona
- agno
- -
- SPPO
- -
Runtime
- agno
- -
- SPPO
- -
License
- agno
- Apache-2.0
- SPPO
- Apache-2.0
Last pushed
- agno
- Jul 11, 2026
- SPPO
- Jan 23, 2025
Categories
- agno
- AI Agents, Developer Tools
- SPPO
- Developer Tools
Trust and health
Maintenance
- agno
- Very active (96%)
- SPPO
- Dormant (18%)
Days since push
- agno
- 0d
- SPPO
- 534d
Open issues (now)
- agno
- 1.0k
- SPPO
- 15
Owner type
- agno
- Organization
- SPPO
- User
Full report
- agno
- Trust report
- SPPO
- Trust report
Choose agno if…
- Tags unique to agno: agents, ai-agents, developer-tools.
- 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.
Choose SPPO if…
- Tags unique to SPPO: deep-learning, fine-tuning, large-language-models, rlhf.
- Leaner open-issue backlog (15).
When NOT to use SPPO
- Last GitHub push was 535 days ago (dormant maintenance, Jan 23, 2025). Validate activity before betting a new project on SPPO.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agno-agi/agno) · observed Jul 11, 2026
- GitHub forks (agno-agi/agno) · observed Jul 11, 2026
- Last push (agno-agi/agno) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (uclaml/SPPO) · observed Jul 11, 2026
- GitHub forks (uclaml/SPPO) · observed Jul 11, 2026
- Last push (uclaml/SPPO) · observed Jan 23, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agno 41k · SPPO 589 (synced Jul 11, 2026).
Common questions
- What is the difference between agno and SPPO?
- agno: Build, run, and manage your own agent platform.. SPPO: The official implementation of Self-Play Preference Optimization (SPPO). See the comparison table for live GitHub stats and shared categories.
- When should I choose agno over SPPO?
- Choose agno over SPPO when Tags unique to agno: agents, ai-agents, developer-tools; 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 SPPO over agno?
- Choose SPPO over agno when Tags unique to SPPO: deep-learning, fine-tuning, large-language-models, rlhf; Leaner open-issue backlog (15).
- 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 SPPO?
- Last GitHub push was 535 days ago (dormant maintenance, Jan 23, 2025). Validate activity before betting a new project on SPPO. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is agno or SPPO more popular on GitHub?
- agno has more GitHub stars (41,090 vs 589). Stars measure visibility, not whether either tool fits your constraints.
- Are agno and SPPO open source?
- Yes - both are open-source projects on GitHub (agno: Apache-2.0, SPPO: Apache-2.0).
- Where can I find alternatives to agno or SPPO?
- GraphCanon lists graph-backed alternatives at agno alternatives and SPPO alternatives (agno markdown twin, SPPO 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 SPPO?
- agno: Very active. SPPO: Dormant. 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 SPPO?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agno trust report; SPPO trust report.