Comparison
futureagi-sdk vs simple-evals
Verdict
Pick futureagi-sdk when license: futureagi-sdk is Apache-2.0, simple-evals is MIT; pick simple-evals when license: simple-evals is MIT, futureagi-sdk is Apache-2.0.
Markdown twin · futureagi-sdk alternatives · simple-evals alternatives
GraphCanon updated today
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Trust & integrity
| Signal | futureagi-sdk | simple-evals |
|---|---|---|
| Maintenance | Very active (3d since push) As of today · github_public_v1 | Steady (79d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- futureagi-sdk
- Production-grade AI evaluation, prompt management & observability SDK
- simple-evals
- simple-evals
Stars
- futureagi-sdk
- 48
- simple-evals
- 4.6k
Forks
- futureagi-sdk
- 5
- simple-evals
- 493
Open issues
- futureagi-sdk
- 3
- simple-evals
- 56
Language
- futureagi-sdk
- Python
- simple-evals
- 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.
- simple-evals
- -
Persona
- futureagi-sdk
- -
- simple-evals
- -
Runtime
- futureagi-sdk
- -
- simple-evals
- -
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.
- simple-evals
- MIT
Last pushed
- futureagi-sdk
- Jul 8, 2026
- simple-evals
- Apr 22, 2026
Categories
- futureagi-sdk
- Evaluation & Observability
- simple-evals
- LLM Frameworks, Evaluation & Observability
Trust and health
Maintenance
- futureagi-sdk
- Very active (96%)
- simple-evals
- Steady (60%)
Days since push
- futureagi-sdk
- 3d
- simple-evals
- 79d
Open issues (now)
- futureagi-sdk
- 3
- simple-evals
- 56
Full report
- futureagi-sdk
- Trust report
- simple-evals
- Trust report
Choose futureagi-sdk if…
- License: futureagi-sdk is Apache-2.0, simple-evals is MIT.
- Requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails.
- Tags unique to futureagi-sdk: development, evaluation, dataset, machine-learning.
- 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 simple-evals if…
- License: simple-evals is MIT, futureagi-sdk is Apache-2.0.
- Tags unique to simple-evals: python.
- Also covers LLM Frameworks.
When NOT to use simple-evals
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
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 Jul 11, 2026
- GitHub forks (future-agi/futureagi-sdk) · observed Jul 11, 2026
- Last push (future-agi/futureagi-sdk) · observed Jul 8, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (openai/simple-evals) · observed Jul 11, 2026
- GitHub forks (openai/simple-evals) · observed Jul 11, 2026
- Last push (openai/simple-evals) · observed Apr 22, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: futureagi-sdk 48 · simple-evals 4.6k (synced Jul 11, 2026).
Common questions
- What is the difference between futureagi-sdk and simple-evals?
- futureagi-sdk: Production-grade AI evaluation, prompt management & observability SDK. simple-evals: simple-evals. See the comparison table for live GitHub stats and shared categories.
- When should I choose futureagi-sdk over simple-evals?
- Choose futureagi-sdk over simple-evals when License: futureagi-sdk is Apache-2.0, simple-evals is MIT; Requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails; Tags unique to futureagi-sdk: development, evaluation, dataset, machine-learning; 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 simple-evals over futureagi-sdk?
- Choose simple-evals over futureagi-sdk when License: simple-evals is MIT, futureagi-sdk is Apache-2.0; Tags unique to simple-evals: python; Also covers LLM Frameworks.
- 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 simple-evals?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is futureagi-sdk or simple-evals more popular on GitHub?
- simple-evals has more GitHub stars (4,565 vs 48). Stars measure visibility, not whether either tool fits your constraints.
- Are futureagi-sdk and simple-evals open source?
- Yes - both are open-source projects on GitHub (futureagi-sdk: Apache-2.0, simple-evals: MIT).
- Where can I find alternatives to futureagi-sdk or simple-evals?
- GraphCanon lists graph-backed alternatives at futureagi-sdk alternatives and simple-evals alternatives (futureagi-sdk markdown twin, simple-evals 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 simple-evals?
- futureagi-sdk: Very active. simple-evals: Steady. 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 simple-evals?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: futureagi-sdk trust report; simple-evals trust report.