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Alternatives to Galileo AI

eval · guardrails tools positioned as replacements for Galileo AI. Open a matrix to compare side by side.

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Traccia

eval · observability

An observability, evaluation, governance, and policy enforcement platform for AI agents. It features an OpenTelemetry-native SDK that integrates with existing tracing backends, offering real-time health monitoring, cost attribution, prompt management, and runtime policy enforcement to block agents mid-execution.

agent-observabilityopentelemetryguardrails

AFIT verdict

Suitable for developers building AI agents who need runtime governance, cost attribution, and compliance auditing. The open-source SDK allows local tracing without signup. However, the platform's SOC 2 compliance is currently in progress, and key features like ML-based PII detection and SSO are still on the roadmap.

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Guardrails AI

eval · guardrails

An AI reliability platform and framework designed for building, governing, and scaling production GenAI applications. It provides runtime guardrails to detect policy violations, hallucinations, and data leakage, alongside capabilities for simulating realistic datasets and generating evaluation datasets.

guardrailsllm-securitysynthetic-data

AFIT verdict

Recommended for developers and teams looking to implement safety governance and runtime monitoring for LLM outputs in production. However, the provided text does not contain details about pricing, API integration specifications, or performance benchmarks.

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Braintrust

eval · observability

An AI observability and evaluation platform designed to monitor, trace, and test AI products and agents at scale.

LLM ObservabilityEvaluationTracing

AFIT verdict

A comprehensive enterprise-grade platform for developers and product teams building production LLM applications who need tracing, automated evals, and security compliance (SOC 2, GDPR, HIPAA, and hybrid deployment). The catch is that pricing is not detailed in the source, and it is a proprietary platform.

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