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Umbrella for Google’s cloud services: Vertex AI, BigQuery ML, GKE. Supports RL, time series forecasting, autoML models, etc.
- Pay-as-you-go GCP usage
- No free plan except trial credits
- Focus on integrated ML solutions
Distributed compute framework for Python, powering RLlib for reinforcement learning, time series analysis, large-scale ML.
- Open source Ray
- Anyscale platform: usage-based
- Enterprise solutions for scaling ML
Incident management platform that aggregates alerts, uses ML-based noise reduction, and anomaly detection for devops teams.
- Free trial: 14 days
- Paid plans from $23/user/month
- Enterprise: custom deals
Azure ML studio for training, deploying, and managing ML models. Includes time series analysis, AutoML, RL integration.
- Pay-as-you-go compute
- No free tier except trial
- Enterprise Azure synergy
Time-series SQL database built on PostgreSQL. Often used with anomaly detection and ML time series forecasting frameworks.
- Community edition free
- Cloud from $0.20/hour
- Enterprise support custom deals
Monitoring and security platform with anomaly detection for infrastructure metrics, logs, and traces in real time.
- Pay-per-host or per-GB logs
- No free plan beyond limited trial
- Enterprise deals for large volumes
Part of Google Cloud’s Vertex AI, offering custom anomaly detection models for time series or metric data.
- Pay-as-you-go GCP usage
- No free plan beyond trial credits
- Enterprise deals possible
Real-time anomaly detection platform for business metrics, using ML to autonomously learn normal patterns.
- Custom enterprise deals
- No public free plan
- Focus on BFSI & large metric streaming
Observability platform with AI-based anomaly detection across apps, infrastructure, logs, and browser data.
- Free tier: 100GB/month data ingest
- Paid: from $99/month
- Enterprise: custom deals
Time series forecasting service built on ML. Integrates with AWS data sources for demand planning, anomaly detection, etc.
- Pay-as-you-go: from $0.60 per 1k forecasts
- No free plan beyond trial
- Enterprise AWS usage deals