Comparison
futureagi-sdk vs hallucination-index
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 hallucination-index if hallucination-Index helps users identify LLMs with the lowest propensity for factual errors across varying context lengths and source types.
Markdown twin · futureagi-sdk alternatives · hallucination-index alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | futureagi-sdk | hallucination-index |
|---|---|---|
| Maintenance | Active (25d since push) As of 3w · github_public_v1 | Dormant (365d 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
- hallucination-index
- Initiative to evaluate and rank popular LLMs based on hallucination propensity
Stars
- futureagi-sdk
- 48
- hallucination-index
- 116
Forks
- futureagi-sdk
- 5
- hallucination-index
- 8
Open issues
- futureagi-sdk
- 3
- hallucination-index
- 1
Language
- futureagi-sdk
- Python
- hallucination-index
- -
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.
- hallucination-index
- Hallucination-Index helps users identify LLMs with the lowest propensity for factual errors across varying context lengths and source types.
Persona
- futureagi-sdk
- -
- hallucination-index
- -
Runtime
- futureagi-sdk
- -
- hallucination-index
- -
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.
- hallucination-index
- -
Last pushed
- futureagi-sdk
- Jul 8, 2026
- hallucination-index
- Jul 28, 2025
Categories
- futureagi-sdk
- Evaluation & Observability
- hallucination-index
- Evaluation & Observability
Trust and health
Maintenance
- futureagi-sdk
- Active (82%)
- hallucination-index
- Dormant (18%)
Days since push
- futureagi-sdk
- 25d
- hallucination-index
- 365d
Open issues (now)
- futureagi-sdk
- 3
- hallucination-index
- 1
Full report
- futureagi-sdk
- Trust report
- hallucination-index
- Trust report
Choose futureagi-sdk if…
- 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 hallucination-index if…
- Tags unique to hallucination-index: hallucinations, large language models, llm-evaluation, openai.
- Use when you need to ensure accuracy in short-context tasks, as it tests models like Chain-of-Note prompting techniques specifically for such scenarios.
- More GitHub stars (116 vs 48) - visibility, not fit.
When NOT to use hallucination-index
- Avoid using Hallucination-Index when your application requires real-time evaluation of hallucinations, as it focuses on predefined tests rather than live model performance.
- Do not rely solely on this index if your primary concern is the latest updates to LLM models; its data might not reflect recent improvements in models or the introduction of new ones.
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 (rungalileo/hallucination-index) · observed Jul 29, 2026
- GitHub forks (rungalileo/hallucination-index) · observed Jul 29, 2026
- Last push (rungalileo/hallucination-index) · observed Jul 28, 2025
- License file (unknown) · observed Jul 29, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: futureagi-sdk 48 · hallucination-index 116 (synced Aug 2, 2026).
Common questions
- What is the difference between futureagi-sdk and hallucination-index?
- futureagi-sdk: Production-grade AI evaluation, prompt management & observability SDK. hallucination-index: Initiative to evaluate and rank popular LLMs based on hallucination propensity. See the comparison table for live GitHub stats and shared categories.
- When should I choose futureagi-sdk over hallucination-index?
- Choose futureagi-sdk over hallucination-index when 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 hallucination-index over futureagi-sdk?
- Choose hallucination-index over futureagi-sdk when Tags unique to hallucination-index: hallucinations, large language models, llm-evaluation, openai; Use when you need to ensure accuracy in short-context tasks, as it tests models like Chain-of-Note prompting techniques specifically for such scenarios; More GitHub stars (116 vs 48) - visibility, not fit.
- 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 hallucination-index?
- Avoid using Hallucination-Index when your application requires real-time evaluation of hallucinations, as it focuses on predefined tests rather than live model performance. Do not rely solely on this index if your primary concern is the latest updates to LLM models; its data might not reflect recent improvements in models or the introduction of new ones.
- Is futureagi-sdk or hallucination-index more popular on GitHub?
- hallucination-index has more GitHub stars (116 vs 48). Stars measure visibility, not whether either tool fits your constraints.
- Are futureagi-sdk and hallucination-index open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to futureagi-sdk or hallucination-index?
- GraphCanon lists graph-backed alternatives at futureagi-sdk alternatives and hallucination-index alternatives (futureagi-sdk markdown twin, hallucination-index 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 hallucination-index?
- futureagi-sdk: Active. hallucination-index: 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 hallucination-index?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: futureagi-sdk trust report; hallucination-index trust report.