Comparison
mteb vs futureagi-sdk
Verdict
Pick mteb when tags unique to mteb: benchmark, embeddings, information-retrieval, multilingual-nlp; pick futureagi-sdk when requirements: Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails.
Markdown twin · mteb alternatives · futureagi-sdk alternatives
GraphCanon updated today
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Trust & integrity
| Signal | mteb | futureagi-sdk |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (3d 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
- mteb
- State-of-the-art evaluation of embeddings across languages and modalities
- futureagi-sdk
- Production-grade AI evaluation, prompt management & observability SDK
Stars
- mteb
- 3.3k
- futureagi-sdk
- 48
Forks
- mteb
- 638
- futureagi-sdk
- 5
Open issues
- mteb
- 295
- futureagi-sdk
- 3
Language
- mteb
- Python
- futureagi-sdk
- Python
Adopt for
- mteb
- -
- 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
- mteb
- -
- futureagi-sdk
- -
Runtime
- mteb
- -
- futureagi-sdk
- -
License
- mteb
- 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
- mteb
- Jul 9, 2026
- futureagi-sdk
- Jul 8, 2026
Categories
- mteb
- Evaluation & Observability
- futureagi-sdk
- Evaluation & Observability
Trust and health
Days since push
- mteb
- 1d
- futureagi-sdk
- 3d
Open issues (now)
- mteb
- 295
- futureagi-sdk
- 3
Full report
- mteb
- Trust report
- futureagi-sdk
- Trust report
Choose mteb if…
- Tags unique to mteb: benchmark, embeddings, information-retrieval, multilingual-nlp.
- mteb ships Docker support for self-hosted deployment.
- More GitHub stars (3.3k vs 48) - visibility, not fit.
When NOT to use mteb
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
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 (embeddings-benchmark/mteb) · observed Jul 11, 2026
- GitHub forks (embeddings-benchmark/mteb) · observed Jul 11, 2026
- Last push (embeddings-benchmark/mteb) · observed Jul 9, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: mteb 3.3k · futureagi-sdk 48 (synced Jul 11, 2026).
Common questions
- What is the difference between mteb and futureagi-sdk?
- mteb: State-of-the-art evaluation of embeddings across languages and modalities. 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 mteb over futureagi-sdk?
- Choose mteb over futureagi-sdk when Tags unique to mteb: benchmark, embeddings, information-retrieval, multilingual-nlp; mteb ships Docker support for self-hosted deployment; More GitHub stars (3.3k vs 48) - visibility, not fit.
- When should I choose futureagi-sdk over mteb?
- Choose futureagi-sdk over mteb 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 mteb?
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- 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 mteb or futureagi-sdk more popular on GitHub?
- mteb has more GitHub stars (3,349 vs 48). Stars measure visibility, not whether either tool fits your constraints.
- Are mteb and futureagi-sdk open source?
- Yes - both are open-source projects on GitHub (mteb: Apache-2.0, futureagi-sdk: Apache-2.0).
- Where can I find alternatives to mteb or futureagi-sdk?
- GraphCanon lists graph-backed alternatives at mteb alternatives and futureagi-sdk alternatives (mteb 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, mteb or futureagi-sdk?
- mteb: Very active. futureagi-sdk: Very 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 mteb and futureagi-sdk?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mteb trust report; futureagi-sdk trust report.