--- title: "opik vs futureagi-sdk" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/comet-ml-opik-vs-future-agi-futureagi-sdk" tools: ["comet-ml-opik", "future-agi-futureagi-sdk"] --- # opik vs futureagi-sdk *GraphCanon updated Jul 12, 2026* ## 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. [opik](https://www.comet.com/docs/opik/) reports 21k GitHub stars, 1.6k forks, and 142 open issues, last pushed Jul 11, 2026. [futureagi-sdk](https://app.futureagi.com) has 48 stars, 5 forks, and 3 open issues, last pushed Jul 8, 2026. Figures are from public GitHub metadata via [opik's repository](https://github.com/comet-ml/opik) and [futureagi-sdk's repository](https://github.com/future-agi/futureagi-sdk). | | [opik](/tools/comet-ml-opik.md) | [futureagi-sdk](/tools/future-agi-futureagi-sdk.md) | | --- | --- | --- | | Tagline | Debug, evaluate, and monitor your LLM applications with comprehensive tracing and production-ready dashboards | Production-grade AI evaluation, prompt management & observability SDK | | Stars | 20,533 | 48 | | Forks | 1,596 | 5 | | Open issues | 142 | 3 | | Language | Python | Python | | Adopt for | Opik is designed for evaluating and monitoring LLM applications, offering comprehensive tracing and dashboards. | 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 | - | - | | Runtime | - | - | | License | Apache-2.0 | 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. | | Categories | Evaluation & Observability | Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [opik](/tools/comet-ml-opik.md) | [futureagi-sdk](/tools/future-agi-futureagi-sdk.md) | | --- | --- | --- | | Days since push | 0d | 3d | | Open issues (now) | 142 | 3 | | Full report | [trust report](/tools/comet-ml-opik/trust.md) | [trust report](/tools/future-agi-futureagi-sdk/trust.md) | ## Decision facts: opik - **Pricing:** freemium - 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. - **Adopt for:** Opik is designed for evaluating and monitoring LLM applications, offering comprehensive tracing and dashboards. ## Decision facts: futureagi-sdk - **Requirements:** Supports Python and TypeScript languages; Automated evaluations with sub-100ms guardrails - **Adopt for:** 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. - **License detail:** 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. ## Choose when ### 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. ### 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 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 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. ## 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](/tools/comet-ml-opik/alternatives) and [futureagi-sdk alternatives](/tools/future-agi-futureagi-sdk/alternatives) ([opik markdown twin](/tools/comet-ml-opik/alternatives.md), [futureagi-sdk markdown twin](/tools/future-agi-futureagi-sdk/alternatives.md)), 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](/compare/comet-ml-opik-vs-future-agi-futureagi-sdk.md) 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](/tools/comet-ml-opik/trust); [futureagi-sdk trust report](/tools/future-agi-futureagi-sdk/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=comet-ml-opik`](/api/graphcanon/graph?tool=comet-ml-opik) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_