Comparison
futureagi-sdk vs hallucination-index
Verdict
Pick futureagi-sdk if futureagi-sdk is a production-grade SDK for AI evaluation, prompt management, and observability, offering automated evaluations with sub-100ms guardrails and support for Python and TypeScript; 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 Sep 20, 2026
6views this month
vs
Trust & integrity
| Signal | futureagi-sdk | hallucination-index |
|---|---|---|
| Maintenance | Steady (71d since push) As of Sep 18, 2026 · github_public_v1 | Dormant (418d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- 51
- hallucination-index
- 115
Forks
- futureagi-sdk
- 8
- hallucination-index
- 8
Open issues
- futureagi-sdk
- 4
- hallucination-index
- 1
Language
- futureagi-sdk
- Python
- hallucination-index
- -
Adopt for
- futureagi-sdk
- futureagi-sdk is a production-grade SDK for AI evaluation, prompt management, and observability, offering automated evaluations with sub-100ms guardrails and support for Python and TypeScript.
- 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
- Apache-2.0
- 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
- Steady (60%)
- hallucination-index
- Dormant (18%)
Days since push
- futureagi-sdk
- 71d
- hallucination-index
- 418d
Open issues (now)
- futureagi-sdk
- 4
- hallucination-index
- 1
Stars delta
- futureagi-sdk
- +3 (30d)
- hallucination-index
- -1 (30d)
Open issues delta
- futureagi-sdk
- +1 (30d)
- hallucination-index
- 0 (30d)
Full report
- futureagi-sdk
- Trust report
- hallucination-index
- Trust report
Choose futureagi-sdk if…
- Pricing: The SDK is available under the Apache-2.0 license, which is free to use, but additional services or features may be available on a paid basis..
- Requirements: Min 2 GB RAM; Ensure your development environment supports Python or TypeScript for seamless integration..
- Tags unique to futureagi-sdk: ai, ai-agents, annotations, dataset.
- When you need automated evaluations with sub-100ms guardrails, ensuring fast and efficient performance without the need for human intervention.
When NOT to use futureagi-sdk
- If your project strictly requires a single programming language and does not benefit from the dual support of Python and TypeScript.
- When your evaluation process requires human oversight at every step, as futureagi-sdk is designed for automated evaluations without human-in-the-loop.
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 (115 vs 51) - 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 Sep 20, 2026
- GitHub forks (future-agi/futureagi-sdk) · observed Sep 20, 2026
- Last push (future-agi/futureagi-sdk) · observed Jul 8, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (rungalileo/hallucination-index) · observed Sep 20, 2026
- GitHub forks (rungalileo/hallucination-index) · observed Sep 20, 2026
- Last push (rungalileo/hallucination-index) · observed Jul 28, 2025
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: futureagi-sdk 51 · hallucination-index 115 (synced Sep 20, 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 Pricing: The SDK is available under the Apache-2.0 license, which is free to use, but additional services or features may be available on a paid basis.; Requirements: Min 2 GB RAM; Ensure your development environment supports Python or TypeScript for seamless integration.; Tags unique to futureagi-sdk: ai, ai-agents, annotations, dataset; When you need automated evaluations with sub-100ms guardrails, ensuring fast and efficient performance without the need for human intervention.
- 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 (115 vs 51) - visibility, not fit.
- When should I avoid futureagi-sdk?
- If your project strictly requires a single programming language and does not benefit from the dual support of Python and TypeScript. When your evaluation process requires human oversight at every step, as futureagi-sdk is designed for automated evaluations without human-in-the-loop.
- 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 (115 vs 51). 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: Steady. 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.