Galileo Observe
AI Observability
ML observability platform for monitoring models in production with drift and performance tracking.
Free planFree trialTiered plansAI AgentsMonitoring & Observability
Alternatives to Aporia
- 1AI Observability
- 2AI Observability, MLOps Platforms
Fiddler AI
AI Observability
AI observability platform for monitoring, explaining, and analyzing ML model predictions in production.
Real time AI guardrails and policy enforcementUnified agentic observability across the lifecycleContinuous evaluation and monitoring - 3AI Observability
Parea
AI Observability
LLM observability and evaluation platform for AI teams with prompt testing and production monitoring.
Free planFree trialTiered plansAI Evaluation and TestingLLM Orchestration - 4AI Observability, Observability Platforms
AppDynamics
Observability Platforms
AppDynamics, a Cisco company, provides application performance monitoring and business observability that correlates IT performance with business outcomes in real time.
Infrastructure monitoringDigital experience analytics - 5AI Observability
HoneyHive
AI Observability
AI evaluation and observability platform for testing, monitoring, and fine-tuning LLM applications in production.
Distributed tracing of AI agent executionOnline evaluation and monitoringExperiment and regression tracking - 6AI Observability, MLOps Platforms
WhyLabs
AI Observability
AI observability platform providing data and model monitoring with drift detection and anomaly identification.
Data ObservabilityMLOps Platforms - 7AI Observability
Datoin
AI Observability
AI model monitoring and data quality platform for production machine learning across multiple cloud.
- 8AI Observability, Observability Platforms
Causely
AI Observability
Causal AI platform for observability automatically diagnosing root causes in cloud applications.
Causal reasoning system for incident diagnosisAutonomous incident response workflowsHybrid saas and byoc deployment options - 9AI Observability, MLOps Platforms
Superwise
AI Observability
ML observability platform for monitoring model performance and data integrity with customizable metrics.
Free planFree trialTiered plansData ObservabilitySecurity - 10AI Observability
Log10
AI Observability
LLM observability and evaluation platform for monitoring, debugging, and improving AI application performance.
Reinforcement learning from human feedbackDocument lifecycle management for regulatory submissionsApplied AI research and engineering services
