Comparison
olmo-eval vs futureagi-sdk
Verdict
Pick olmo-eval if olmo-eval is an evaluation framework for large language models, using uv for reproducible builds. It focuses on modular task implementations and integrates with various datasets via defined tasks; 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.
Markdown twin · olmo-eval alternatives · futureagi-sdk alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | olmo-eval | futureagi-sdk |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2w · github_public_v1 | Active (25d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · 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
- olmo-eval
- Olmo Evaluation Framework for LLM Tasks
- futureagi-sdk
- Production-grade AI evaluation, prompt management & observability SDK
Stars
- olmo-eval
- 65
- futureagi-sdk
- 48
Forks
- olmo-eval
- 14
- futureagi-sdk
- 5
Open issues
- olmo-eval
- 38
- futureagi-sdk
- 3
Language
- olmo-eval
- Python
- futureagi-sdk
- Python
Adopt for
- olmo-eval
- Olmo-eval is an evaluation framework for large language models, using uv for reproducible builds. It focuses on modular task implementations and integrates with various datasets via defined tasks.
- 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.
Persona
- olmo-eval
- -
- futureagi-sdk
- -
Runtime
- olmo-eval
- -
- futureagi-sdk
- -
License
- olmo-eval
- Apache-2.0
- 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.
Last pushed
- olmo-eval
- Aug 6, 2026
- futureagi-sdk
- Jul 8, 2026
Categories
- olmo-eval
- Evaluation & Observability
- futureagi-sdk
- Evaluation & Observability
Trust and health
Maintenance
- olmo-eval
- Very active (96%)
- futureagi-sdk
- Active (82%)
Days since push
- olmo-eval
- 0d
- futureagi-sdk
- 25d
Open issues (now)
- olmo-eval
- 38
- futureagi-sdk
- 3
Full report
- olmo-eval
- Trust report
- futureagi-sdk
- Trust report
Choose olmo-eval if…
- Tags unique to olmo-eval: datasets, llm, python, tasks.
- olmo-eval ships Docker support for self-hosted deployment.
- When you need a flexible evaluation setup that works with a variety of LLMs and datasets.
When NOT to use olmo-eval
- When you require a simpler setup that doesn't need the reproducibility constraints of uv builds.
- If your project already has an established evaluation toolchain and does not benefit from introducing a new framework for manageability reasons.
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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (allenai/olmo-eval) · observed Aug 7, 2026
- GitHub forks (allenai/olmo-eval) · observed Aug 7, 2026
- Last push (allenai/olmo-eval) · observed Aug 6, 2026
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: olmo-eval 65 · futureagi-sdk 48 (synced Aug 7, 2026).
Common questions
- What is the difference between olmo-eval and futureagi-sdk?
- olmo-eval: Olmo Evaluation Framework for LLM Tasks. futureagi-sdk: Production-grade AI evaluation, prompt management & observability SDK. See the comparison table for live GitHub stats and shared categories.
- When should I choose olmo-eval over futureagi-sdk?
- Choose olmo-eval over futureagi-sdk when Tags unique to olmo-eval: datasets, llm, python, tasks; olmo-eval ships Docker support for self-hosted deployment; When you need a flexible evaluation setup that works with a variety of LLMs and datasets.
- When should I choose futureagi-sdk over olmo-eval?
- Choose futureagi-sdk over olmo-eval 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 avoid olmo-eval?
- When you require a simpler setup that doesn't need the reproducibility constraints of uv builds. If your project already has an established evaluation toolchain and does not benefit from introducing a new framework for manageability reasons.
- 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.
- Is olmo-eval or futureagi-sdk more popular on GitHub?
- olmo-eval has more GitHub stars (65 vs 48). Stars measure visibility, not whether either tool fits your constraints.
- Are olmo-eval and futureagi-sdk open source?
- Yes - both are open-source projects on GitHub (olmo-eval: Apache-2.0, futureagi-sdk: Apache-2.0).
- Where can I find alternatives to olmo-eval or futureagi-sdk?
- GraphCanon lists graph-backed alternatives at olmo-eval alternatives and futureagi-sdk alternatives (olmo-eval markdown twin, futureagi-sdk 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, olmo-eval or futureagi-sdk?
- olmo-eval: Very active. futureagi-sdk: Active. 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 olmo-eval and futureagi-sdk?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: olmo-eval trust report; futureagi-sdk trust report.