Comparison
future-agi vs pentagi
Verdict
Pick future-agi if future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails; pick pentagi if pentAGI is a fully autonomous AI agent system specifically designed for complex penetration testing tasks, offering a comprehensive framework that operates in an automated fashion to enhance security evaluations.
Markdown twin · future-agi alternatives · pentagi alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | future-agi | pentagi |
|---|---|---|
| Maintenance | Very active (1d since push) As of 2w · github_public_v1 | Active (13d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- future-agi
- End-to-end platform for evaluating, observing, and improving LLM and AI agent applications
- pentagi
- Fully autonomous AI Agents system for complex penetration testing tasks
Stars
- future-agi
- 1.6k
- pentagi
- 22k
Forks
- future-agi
- 449
- pentagi
- 2.9k
Open issues
- future-agi
- 596
- pentagi
- 46
Language
- future-agi
- Python
- pentagi
- Go
Adopt for
- future-agi
- Future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails.
- pentagi
- PentAGI is a fully autonomous AI agent system specifically designed for complex penetration testing tasks, offering a comprehensive framework that operates in an automated fashion to enhance security evaluations.
Persona
- future-agi
- -
- pentagi
- -
Runtime
- future-agi
- -
- pentagi
- -
License
- future-agi
- Apache-2.0
- pentagi
- MIT
Last pushed
- future-agi
- Aug 1, 2026
- pentagi
- Aug 6, 2026
Categories
- future-agi
- AI Agents, Evaluation & Observability
- pentagi
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- future-agi
- Very active (96%)
- pentagi
- Active (82%)
Days since push
- future-agi
- 1d
- pentagi
- 13d
Open issues (now)
- future-agi
- 596
- pentagi
- 46
Stars delta
- future-agi
- Unknown
- pentagi
- +910 (30d)
Open issues delta
- future-agi
- Unknown
- pentagi
- 0 (30d)
Full report
- future-agi
- Trust report
- pentagi
- Trust report
Choose future-agi if…
- future-agi is primarily Python; pentagi is Go.
- License: future-agi is Apache-2.0, pentagi is MIT.
- Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels..
- Requirements: Min 4 GB RAM; Requires Docker.
- Tags unique to future-agi: ai-gateway, docker-compose, evals, llm.
- - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
When NOT to use future-agi
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available.
- - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
Choose pentagi if…
- pentagi is primarily Go; future-agi is Python.
- License: pentagi is MIT, future-agi is Apache-2.0.
- Requirements: Min 4 GB RAM; Requires Docker; Docker and Docker Compose (or Podman) is required; System must have a minimum of 2 vCPUs.; At least 20GB free disk space needed..
- Tags unique to pentagi: ai-agents, golang, open-source, penetration-testing-tools.
- Use PentAGI when you need a fully autonomous solution for handling intricate penetration tests with minimal human intervention.
When NOT to use pentagi
- Avoid using PentAGI in scenarios where legacy systems cannot support Docker or require manual oversight for each penetration test step.
- Do not utilize PentAGI if you prefer a proprietary model over open-source solutions, as it operates under the MIT license.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/future-agi) · observed Aug 2, 2026
- GitHub forks (future-agi/future-agi) · observed Aug 2, 2026
- Last push (future-agi/future-agi) · observed Aug 1, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (vxcontrol/pentagi) · observed Aug 20, 2026
- GitHub forks (vxcontrol/pentagi) · observed Aug 20, 2026
- Last push (vxcontrol/pentagi) · observed Aug 6, 2026
- License file (MIT) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: future-agi 1.6k · pentagi 22k (synced Aug 2, 2026).
Common questions
- What is the difference between future-agi and pentagi?
- future-agi: End-to-end platform for evaluating, observing, and improving LLM and AI agent applications. pentagi: Fully autonomous AI Agents system for complex penetration testing tasks. See the comparison table for live GitHub stats and shared categories.
- When should I choose future-agi over pentagi?
- Choose future-agi over pentagi when future-agi is primarily Python; pentagi is Go; License: future-agi is Apache-2.0, pentagi is MIT; Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels.; Requirements: Min 4 GB RAM; Requires Docker; Tags unique to future-agi: ai-gateway, docker-compose, evals, llm; - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
- When should I choose pentagi over future-agi?
- Choose pentagi over future-agi when pentagi is primarily Go; future-agi is Python; License: pentagi is MIT, future-agi is Apache-2.0; Requirements: Min 4 GB RAM; Requires Docker; Docker and Docker Compose (or Podman) is required; System must have a minimum of 2 vCPUs.; At least 20GB free disk space needed.; Tags unique to pentagi: ai-agents, golang, open-source, penetration-testing-tools; Use PentAGI when you need a fully autonomous solution for handling intricate penetration tests with minimal human intervention.
- When should I avoid future-agi?
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available. - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
- When should I avoid pentagi?
- Avoid using PentAGI in scenarios where legacy systems cannot support Docker or require manual oversight for each penetration test step. Do not utilize PentAGI if you prefer a proprietary model over open-source solutions, as it operates under the MIT license.
- Is future-agi or pentagi more popular on GitHub?
- pentagi has more GitHub stars (21,902 vs 1,559). Stars measure visibility, not whether either tool fits your constraints.
- Are future-agi and pentagi open source?
- Yes - both are open-source projects on GitHub (future-agi: Apache-2.0, pentagi: MIT).
- Where can I find alternatives to future-agi or pentagi?
- GraphCanon lists graph-backed alternatives at future-agi alternatives and pentagi alternatives (future-agi markdown twin, pentagi 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, future-agi or pentagi?
- future-agi: Very active. pentagi: 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 future-agi and pentagi?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: future-agi trust report; pentagi trust report.