Comparison
opik vs futureagi-sdk
Verdict
Pick opik if opik is designed for evaluating and monitoring LLM applications, offering comprehensive tracing and dashboards; 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 Apache-2.0.
Markdown twin · opik alternatives · futureagi-sdk alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | opik | futureagi-sdk |
|---|---|---|
| Maintenance | Very active (0d 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
- opik
- Debug, evaluate, and monitor your LLM applications with comprehensive tracing and production-ready dashboards
- futureagi-sdk
- Production-grade AI evaluation, prompt management & observability SDK
Stars
- opik
- 21k
- futureagi-sdk
- 48
Forks
- opik
- 1.6k
- futureagi-sdk
- 5
Open issues
- opik
- 142
- futureagi-sdk
- 3
Language
- opik
- Python
- futureagi-sdk
- Python
Adopt for
- opik
- Opik is designed for evaluating and monitoring LLM applications, offering comprehensive tracing and dashboards.
- 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
- opik
- -
- futureagi-sdk
- -
Runtime
- opik
- -
- futureagi-sdk
- -
License
- opik
- 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
- opik
- Jul 11, 2026
- futureagi-sdk
- Jul 8, 2026
Categories
- opik
- Evaluation & Observability
- futureagi-sdk
- Evaluation & Observability
Trust and health
Days since push
- opik
- 0d
- futureagi-sdk
- 3d
Open issues (now)
- opik
- 142
- futureagi-sdk
- 3
Full report
- opik
- Trust report
- futureagi-sdk
- Trust report
Choose opik if…
- Pricing: Opik is available under the Apache-2.0 license and can be deployed freely using Docker or Kubernetes, with no explicit mention of premium cloud-based services..
- Requirements: Compatible with Python environments.; Can be deployed via Docker for local use or Kubernetes for scalable installations..
- Tags unique to opik: llm-evaluation, llm-observability.
- - Use Opik when you need to deploy a self-hosted solution that offers granular control over your LLM monitoring setup.
When NOT to use opik
- - Avoid using Opik if you prefer cloud-based deployment options where extensive self-hosting management may be less preferable or feasible.
- - Do not use Opik if your project does not involve LLM applications or RAG systems, as its specific features will offer little benefit in a narrower context.
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 (comet-ml/opik) · observed Jul 11, 2026
- GitHub forks (comet-ml/opik) · observed Jul 11, 2026
- Last push (comet-ml/opik) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · 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: opik 21k · futureagi-sdk 48 (synced Jul 11, 2026).
Common questions
- What is the difference between opik and futureagi-sdk?
- opik: Debug, evaluate, and monitor your LLM applications with comprehensive tracing and production-ready dashboards. 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 opik over futureagi-sdk?
- Choose opik over futureagi-sdk when Pricing: Opik is available under the Apache-2.0 license and can be deployed freely using Docker or Kubernetes, with no explicit mention of premium cloud-based services.; Requirements: Compatible with Python environments.; Can be deployed via Docker for local use or Kubernetes for scalable installations.; Tags unique to opik: llm-evaluation, llm-observability; - Use Opik when you need to deploy a self-hosted solution that offers granular control over your LLM monitoring setup.
- When should I choose futureagi-sdk over opik?
- Choose futureagi-sdk over opik 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 opik?
- - Avoid using Opik if you prefer cloud-based deployment options where extensive self-hosting management may be less preferable or feasible. - Do not use Opik if your project does not involve LLM applications or RAG systems, as its specific features will offer little benefit in a narrower context.
- 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 opik or futureagi-sdk more popular on GitHub?
- opik has more GitHub stars (20,533 vs 48). Stars measure visibility, not whether either tool fits your constraints.
- Are opik and futureagi-sdk open source?
- Yes - both are open-source projects on GitHub (opik: Apache-2.0, futureagi-sdk: Apache-2.0).
- Where can I find alternatives to opik or futureagi-sdk?
- GraphCanon lists graph-backed alternatives at opik alternatives and futureagi-sdk alternatives (opik 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, opik or futureagi-sdk?
- opik: 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 opik and futureagi-sdk?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: opik trust report; futureagi-sdk trust report.