
Future AGI AI Evaluation SDK
8.2#3 in llm monitoringFrom $250 a monthFree planWebAPILinuxmacOS
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| Fact | Future AGI AI Evaluation SDK | Strands Evals |
|---|---|---|
| Built-in evaluators | The documentation lists 132 ready-made evaluators covering quality, safety, retrieval, format and related categories. | Built-in evaluator groups cover quality, safety, multimodal responses, agentic behavior, and skill selection and instruction following. |
| License | The public platform repository identifies the core as Apache License 2.0 and self-hostable. | The maker’s announcement identifies Strands Agents as an open-source project licensed under Apache License 2.0. |
| Purpose | Future AGI describes itself as an open-source platform for simulating, evaluating, optimizing, monitoring, and protecting AI agents. | Strands Evals measures agent behavior before shipping and after deployment by scoring outputs and trajectories, diagnosing failures, probing unsafe behavior, and simulating users and tools. |
Future AGI suits startup and enterprise teams building or operating AI agents. It may fit teams that need evaluation, tracing, simulation, or self-hosting options.
It suits developers who want to validate agent behavior, measure changes, or evaluate agents during development cycles. It can also be used to assess production or staging traces without rerunning the agents that generated them.