--- title: "agentops vs futureagi-sdk" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentops-ai-agentops-vs-future-agi-futureagi-sdk" tools: ["agentops-ai-agentops", "future-agi-futureagi-sdk"] --- # agentops vs futureagi-sdk *GraphCanon updated Sep 20, 2026* ## Verdict Pick agentops if agentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage; pick futureagi-sdk if futureagi-sdk is a production-grade SDK for AI evaluation, prompt management, and observability, offering automated evaluations with sub-100ms guardrails and support for Python and TypeScript. [agentops](https://agentops.ai) reports 5.8k GitHub stars, 625 forks, and 184 open issues, last pushed Jun 25, 2026. [futureagi-sdk](https://app.futureagi.com) has 51 stars, 8 forks, and 4 open issues, last pushed Jul 8, 2026. Figures are from public GitHub metadata via [agentops's repository](https://github.com/AgentOps-AI/agentops) and [futureagi-sdk's repository](https://github.com/future-agi/futureagi-sdk). | | [agentops](/tools/agentops-ai-agentops.md) | [futureagi-sdk](/tools/future-agi-futureagi-sdk.md) | | --- | --- | --- | | Tagline | Python SDK for AI agent monitoring and LLM cost tracking | Production-grade AI evaluation, prompt management & observability SDK | | Stars | 5,830 | 51 | | Forks | 625 | 8 | | Open issues | 184 | 4 | | Language | Python | Python | | Adopt for | AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. | futureagi-sdk is a production-grade SDK for AI evaluation, prompt management, and observability, offering automated evaluations with sub-100ms guardrails and support for Python and TypeScript. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, Evaluation & Observability | Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentops](/tools/agentops-ai-agentops.md) | [futureagi-sdk](/tools/future-agi-futureagi-sdk.md) | | --- | --- | --- | | Days since push | 86d | 71d | | Open issues (now) | 184 | 4 | | Stars delta | +59 (30d) | +3 (30d) | | Open issues delta | +8 (30d) | +1 (30d) | | Full report | [trust report](/tools/agentops-ai-agentops/trust.md) | [trust report](/tools/future-agi-futureagi-sdk/trust.md) | ## Decision facts: agentops - **Adopt for:** AgentOps is an open-source Python toolkit for monitoring AI agents and tracking costs associated with Large Language Model usage. ## Decision facts: futureagi-sdk - **Pricing:** freemium - The SDK is available under the Apache-2.0 license, which is free to use, but additional services or features may be available on a paid basis. - **Requirements:** Min 2 GB RAM; Ensure your development environment supports Python or TypeScript for seamless integration. - **Adopt for:** futureagi-sdk is a production-grade SDK for AI evaluation, prompt management, and observability, offering automated evaluations with sub-100ms guardrails and support for Python and TypeScript. - **License detail:** Apache-2.0 ## Choose when ### Choose agentops if… - License: agentops is MIT, futureagi-sdk is Apache-2.0. - Tags unique to agentops: benchmarking, cost-tracking. - Also covers AI Agents. - Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK ### Choose futureagi-sdk if… - License: futureagi-sdk is Apache-2.0, agentops is MIT. - Pricing: The SDK is available under the Apache-2.0 license, which is free to use, but additional services or features may be available on a paid basis.. - Requirements: Min 2 GB RAM; Ensure your development environment supports Python or TypeScript for seamless integration.. - Tags unique to futureagi-sdk: ai, annotations, dataset, development. - When you need automated evaluations with sub-100ms guardrails, ensuring fast and efficient performance without the need for human intervention. ## When NOT to use agentops - If specific integration support is needed for frameworks not listed including Autogen AG2 CamelAI - In case self-hosting of components is impractical due to resource constraints ## When NOT to use futureagi-sdk - If your project strictly requires a single programming language and does not benefit from the dual support of Python and TypeScript. - When your evaluation process requires human oversight at every step, as futureagi-sdk is designed for automated evaluations without human-in-the-loop. ## Common questions ### What is the difference between agentops and futureagi-sdk? agentops: Python SDK for AI agent monitoring and LLM cost tracking. 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 agentops over futureagi-sdk? Choose agentops over futureagi-sdk when License: agentops is MIT, futureagi-sdk is Apache-2.0; Tags unique to agentops: benchmarking, cost-tracking; Also covers AI Agents; Integrations are needed specifically with Langchain, CrewAI, or OpenAI Agents SDK. ### When should I choose futureagi-sdk over agentops? Choose futureagi-sdk over agentops when License: futureagi-sdk is Apache-2.0, agentops is MIT; Pricing: The SDK is available under the Apache-2.0 license, which is free to use, but additional services or features may be available on a paid basis.; Requirements: Min 2 GB RAM; Ensure your development environment supports Python or TypeScript for seamless integration.; Tags unique to futureagi-sdk: ai, annotations, dataset, development; When you need automated evaluations with sub-100ms guardrails, ensuring fast and efficient performance without the need for human intervention. ### When should I avoid agentops? If specific integration support is needed for frameworks not listed including Autogen AG2 CamelAI In case self-hosting of components is impractical due to resource constraints ### When should I avoid futureagi-sdk? If your project strictly requires a single programming language and does not benefit from the dual support of Python and TypeScript. When your evaluation process requires human oversight at every step, as futureagi-sdk is designed for automated evaluations without human-in-the-loop. ### Is agentops or futureagi-sdk more popular on GitHub? agentops has more GitHub stars (5,830 vs 51). Stars measure visibility, not whether either tool fits your constraints. ### Are agentops and futureagi-sdk open source? Yes - both are open-source projects on GitHub (agentops: MIT, futureagi-sdk: Apache-2.0). ### Where can I find alternatives to agentops or futureagi-sdk? GraphCanon lists graph-backed alternatives at [agentops alternatives](/tools/agentops-ai-agentops/alternatives) and [futureagi-sdk alternatives](/tools/future-agi-futureagi-sdk/alternatives) ([agentops markdown twin](/tools/agentops-ai-agentops/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/agentops-ai-agentops-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, agentops or futureagi-sdk? agentops: Steady. futureagi-sdk: Steady. 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 agentops and futureagi-sdk? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentops trust report](/tools/agentops-ai-agentops/trust); [futureagi-sdk trust report](/tools/future-agi-futureagi-sdk/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentops-ai-agentops`](/api/graphcanon/graph?tool=agentops-ai-agentops) - 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/_