Comparison
futureagi-sdk vs MixEval
Verdict
Pick futureagi-sdk when requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails; pick MixEval when tags unique to MixEval: large language model, benchmarking-suite, benchmark, benchmark-mixture.
Markdown twin · futureagi-sdk alternatives · MixEval alternatives
GraphCanon updated today
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Trust & integrity
| Signal | futureagi-sdk | MixEval |
|---|---|---|
| Maintenance | Very active (3d since push) As of today · github_public_v1 | Dormant (608d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | 109 low (109 low) As of today · osv@v1 |
Tagline
- futureagi-sdk
- Production-grade AI evaluation, prompt management & observability SDK
- MixEval
- The official evaluation suite and dynamic data release for MixEval.
Stars
- futureagi-sdk
- 48
- MixEval
- 254
Forks
- futureagi-sdk
- 5
- MixEval
- 40
Open issues
- futureagi-sdk
- 3
- MixEval
- 7
Language
- futureagi-sdk
- Python
- MixEval
- 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.
- MixEval
- -
Persona
- futureagi-sdk
- -
- MixEval
- -
Runtime
- futureagi-sdk
- -
- MixEval
- -
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.
- MixEval
- -
Last pushed
- futureagi-sdk
- Jul 8, 2026
- MixEval
- Nov 10, 2024
Categories
- futureagi-sdk
- Evaluation & Observability
- MixEval
- LLM Frameworks, Evaluation & Observability, Inference & Serving
Trust and health
Maintenance
- futureagi-sdk
- Very active (96%)
- MixEval
- Dormant (18%)
Days since push
- futureagi-sdk
- 3d
- MixEval
- 608d
Open issues (now)
- futureagi-sdk
- 3
- MixEval
- 7
Owner type
- futureagi-sdk
- Organization
- MixEval
- User
Security scan
- futureagi-sdk
- No lockfile
- MixEval
- 109 low (109 low)
Full report
- futureagi-sdk
- Trust report
- MixEval
- Trust report
Choose futureagi-sdk if…
- Requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails.
- Tags unique to futureagi-sdk: development, dataset, machine-learning, annotations.
- 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 MixEval if…
- Tags unique to MixEval: large language model, benchmarking-suite, benchmark, benchmark-mixture.
- Also covers LLM Frameworks, Inference & Serving.
- More GitHub stars (254 vs 48) - visibility, not fit.
When NOT to use MixEval
- Last GitHub push was 609 days ago (dormant maintenance, Nov 10, 2024). Validate activity before betting a new project on MixEval.
- 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.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
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 (JinjieNi/MixEval) · observed Jul 11, 2026
- GitHub forks (JinjieNi/MixEval) · observed Jul 11, 2026
- Last push (JinjieNi/MixEval) · observed Nov 10, 2024
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: futureagi-sdk 48 · MixEval 254 (synced Jul 11, 2026).
Common questions
- What is the difference between futureagi-sdk and MixEval?
- futureagi-sdk: Production-grade AI evaluation, prompt management & observability SDK. MixEval: The official evaluation suite and dynamic data release for MixEval.. See the comparison table for live GitHub stats and shared categories.
- When should I choose futureagi-sdk over MixEval?
- Choose futureagi-sdk over MixEval when Requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails; Tags unique to futureagi-sdk: development, dataset, machine-learning, annotations; 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 MixEval over futureagi-sdk?
- Choose MixEval over futureagi-sdk when Tags unique to MixEval: large language model, benchmarking-suite, benchmark, benchmark-mixture; Also covers LLM Frameworks, Inference & Serving; More GitHub stars (254 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 MixEval?
- Last GitHub push was 609 days ago (dormant maintenance, Nov 10, 2024). Validate activity before betting a new project on MixEval. 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. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is futureagi-sdk or MixEval more popular on GitHub?
- MixEval has more GitHub stars (254 vs 48). Stars measure visibility, not whether either tool fits your constraints.
- Are futureagi-sdk and MixEval open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to futureagi-sdk or MixEval?
- GraphCanon lists graph-backed alternatives at futureagi-sdk alternatives and MixEval alternatives (futureagi-sdk markdown twin, MixEval 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 MixEval?
- futureagi-sdk: Very active. MixEval: 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 MixEval?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: futureagi-sdk trust report; MixEval trust report.