Alternatives to Microsoft Foundry Agent Evaluation

DeepEval

DeepEval suits developers building evaluation pipelines for AI systems, particularly those who want tests to run in CI/CD or Python scripts.

Braintrust

Braintrust is aimed at teams operating AI agents in production, from early-stage teams to enterprises.

LangSmith

LangSmith suits teams engineering AI agents that need evaluation, tracing, prompt work, deployment, and production monitoring.

Langfuse

Langfuse suits teams building AI agent applications that need tracing, prompt management, and evaluation tools.

Vellum suits an individual looking for an assistant that can handle files, calendars, email, code, and computer control.

W&B Weave

Weave suits teams monitoring and evaluating production AI agents, particularly those using supported frameworks and models.

ChainForge suits people comparing prompts and model responses through visual experiments, including those who want to score or plot results.

Promptfoo

It suits developers and enterprises evaluating prompts or testing AI applications for risks.

Giskard

Giskard suits teams evaluating conversational AI agents for security and quality issues before production.

Maxim AI

It suits cross-functional AI teams that need to evaluate agents and monitor them in production.

It suits teams operating AI applications that need model, retrieval, tool, prompt, and evaluation tracing.

Laminar

Laminar suits teams instrumenting AI-agent systems that need tracing, evaluations, debugging, and dashboards.

Galileo

Galileo is designed for engineers, product managers and subject matter experts building AI applications.

HoneyHive

HoneyHive is aimed at AI platform teams, AI engineers, domain experts, and risk or governance teams.

PromptLayer

PromptLayer is for engineers and domain experts who build or improve AI products together.

ProofHound

It suits operations, risk, and analyst teams handling critical classification workflows such as risk control, financial judgment, content moderation, or customer-service intent recognition.

The registry suits solo data scientists and larger machine-learning platform teams that need model versioning and lifecycle workflows.