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Future AGI AI Evaluation SDK vs Strands Evals

Strands Evals

6.2#18 in ai agent evaluation toolsFree plan
Free planAPILinuxmacOSSelf-hosted
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What both publish

FactFuture AGI AI Evaluation SDKStrands Evals
Built-in evaluatorsThe 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.
LicenseThe 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.
PurposeFuture 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 AI Evaluation SDK plans

  • FreeFree
  • Pay-as-you-goFree
  • Boost$250 a month
  • Scale$750 a month
  • Enterprise$2,000 a month

Strands Evals plans

  • Strands Evals SDKFree

Pick Future AGI AI Evaluation SDK if…

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.

Pick Strands Evals if…

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.

Charts they share