Comparison
futureagi-sdk vs raga-llm-hub
Verdict
Pick futureagi-sdk if future AGI SDK is an innovative toolkit designed for production-grade AI evaluation, prompt management, and observability. It supports Python and TypeScript languages and is licensed under Apache-2.0; pick raga-llm-hub if raga LLM-Hub is a Python-based framework for evaluating large language models, enforcing guardrails, and ensuring security during the operation of these models.
Markdown twin · futureagi-sdk alternatives · raga-llm-hub alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | futureagi-sdk | raga-llm-hub |
|---|---|---|
| Maintenance | Active (25d since push) As of 3w · github_public_v1 | Dormant (687d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · 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
- futureagi-sdk
- Production-grade AI evaluation, prompt management & observability SDK
- raga-llm-hub
- Framework for LLM evaluation, guardrails and security
Stars
- futureagi-sdk
- 48
- raga-llm-hub
- 114
Forks
- futureagi-sdk
- 5
- raga-llm-hub
- 14
Open issues
- futureagi-sdk
- 3
- raga-llm-hub
- 2
Language
- futureagi-sdk
- Python
- raga-llm-hub
- Python
Adopt for
- futureagi-sdk
- Future AGI SDK is an innovative toolkit designed for production-grade AI evaluation, prompt management, and observability. It supports Python and TypeScript languages and is licensed under Apache-2.0.
- raga-llm-hub
- Raga LLM-Hub is a Python-based framework for evaluating large language models, enforcing guardrails, and ensuring security during the operation of these models.
Persona
- futureagi-sdk
- -
- raga-llm-hub
- -
Runtime
- futureagi-sdk
- -
- raga-llm-hub
- -
License
- futureagi-sdk
- The Future AGI SDK uses the Apache License, Version 2.0 (Apache-2.0). It allows users to freely use, modify, and distribute the software while maintaining copyright notices.
- raga-llm-hub
- The license for Raga LLM-Hub differs from common Open Source licenses like MIT or Apache, implying specific conditions that might affect its usability in open projects.
Last pushed
- futureagi-sdk
- Jul 8, 2026
- raga-llm-hub
- Sep 9, 2024
Categories
- futureagi-sdk
- Evaluation & Observability
- raga-llm-hub
- Evaluation & Observability
Trust and health
Maintenance
- futureagi-sdk
- Active (82%)
- raga-llm-hub
- Dormant (18%)
Days since push
- futureagi-sdk
- 25d
- raga-llm-hub
- 687d
Open issues (now)
- futureagi-sdk
- 3
- raga-llm-hub
- 2
Full report
- futureagi-sdk
- Trust report
- raga-llm-hub
- Trust report
Choose futureagi-sdk if…
- License: futureagi-sdk is Apache-2.0, raga-llm-hub is Other.
- Requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails.
- Tags unique to futureagi-sdk: ai-agents, annotations, dataset, development.
- Future AGI SDK is an innovative toolkit designed for production-grade AI evaluation, prompt management, and observability. It supports Python and TypeScript languages and is licensed under Apache-2.0.
When NOT to use futureagi-sdk
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose raga-llm-hub if…
- License: raga-llm-hub is Other, futureagi-sdk is Apache-2.0.
- Pricing: Pricing information is not specified; it operates under a unique licensing model which may or may not have restrictive terms for commercial use..
- Requirements: Requires Python installation and environment to set up.; Installation is straightforward through pip but the broader dependencies should be checked as per project requirements..
- Tags unique to raga-llm-hub: guardrails, llm security, llm-evaluation, llmops.
- When you need to conduct detailed evaluations on large language models and require specific methods to enforce guardrails and maintain security within your application or environment.
When NOT to use raga-llm-hub
- If you are working in an environment where the use of Python is not feasible or desired, as Raga LLM-Hub's functionality is deeply integrated within Python.
- Avoid using if your primary need does not include guardrails enforcement and security features for LLMs, since Raga LLM Hub emphasizes these aspects.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/futureagi-sdk) · observed Aug 2, 2026
- GitHub forks (future-agi/futureagi-sdk) · observed Aug 2, 2026
- Last push (future-agi/futureagi-sdk) · observed Jul 8, 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 (raga-ai-hub/raga-llm-hub) · observed Jul 29, 2026
- GitHub forks (raga-ai-hub/raga-llm-hub) · observed Jul 29, 2026
- Last push (raga-ai-hub/raga-llm-hub) · observed Sep 9, 2024
- License file (Other) · observed Jul 29, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: futureagi-sdk 48 · raga-llm-hub 114 (synced Aug 2, 2026).
Common questions
- What is the difference between futureagi-sdk and raga-llm-hub?
- futureagi-sdk: Production-grade AI evaluation, prompt management & observability SDK. raga-llm-hub: Framework for LLM evaluation, guardrails and security. See the comparison table for live GitHub stats and shared categories.
- When should I choose futureagi-sdk over raga-llm-hub?
- Choose futureagi-sdk over raga-llm-hub when License: futureagi-sdk is Apache-2.0, raga-llm-hub is Other; Requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails; Tags unique to futureagi-sdk: ai-agents, annotations, dataset, development; Future AGI SDK is an innovative toolkit designed for production-grade AI evaluation, prompt management, and observability. It supports Python and TypeScript languages and is licensed under Apache-2.0.
- When should I choose raga-llm-hub over futureagi-sdk?
- Choose raga-llm-hub over futureagi-sdk when License: raga-llm-hub is Other, futureagi-sdk is Apache-2.0; Pricing: Pricing information is not specified; it operates under a unique licensing model which may or may not have restrictive terms for commercial use.; Requirements: Requires Python installation and environment to set up.; Installation is straightforward through pip but the broader dependencies should be checked as per project requirements.; Tags unique to raga-llm-hub: guardrails, llm security, llm-evaluation, llmops; When you need to conduct detailed evaluations on large language models and require specific methods to enforce guardrails and maintain security within your application or environment.
- When should I avoid futureagi-sdk?
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid raga-llm-hub?
- If you are working in an environment where the use of Python is not feasible or desired, as Raga LLM-Hub's functionality is deeply integrated within Python. Avoid using if your primary need does not include guardrails enforcement and security features for LLMs, since Raga LLM Hub emphasizes these aspects.
- Is futureagi-sdk or raga-llm-hub more popular on GitHub?
- raga-llm-hub has more GitHub stars (114 vs 48). Stars measure visibility, not whether either tool fits your constraints.
- Are futureagi-sdk and raga-llm-hub open source?
- Yes - both are open-source projects on GitHub (futureagi-sdk: Apache-2.0, raga-llm-hub: Other).
- Where can I find alternatives to futureagi-sdk or raga-llm-hub?
- GraphCanon lists graph-backed alternatives at futureagi-sdk alternatives and raga-llm-hub alternatives (futureagi-sdk markdown twin, raga-llm-hub 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, futureagi-sdk or raga-llm-hub?
- futureagi-sdk: Active. raga-llm-hub: 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 futureagi-sdk and raga-llm-hub?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: futureagi-sdk trust report; raga-llm-hub trust report.