AI/ML Service Cost Breakdown
| Service | Current Month | Last Month | Change | Trend |
|---|
6-Month AI/ML Cost Trend
SageMaker Resources (us-east-1)
Real-time inference endpoints (billed per hour while active)
Recently completed training jobs (billed by instance-second)
Managed Jupyter notebooks (billed while running, even if idle)
Model artifacts in SageMaker Model Registry
Amazon Bedrock (us-east-1)
Models accessible in this region (billed per token/image)
Foundation models from Amazon
Foundation models from Anthropic
Foundation models from OpenAI
Foundation models from Stability AI
14 AI/ML Services Tracked
End-to-end ML: training, hosting, notebooks, processing, pipelines
Generative AI: foundation models, fine-tuning, agents, knowledge bases
Computer vision: image/video analysis, face detection, content moderation
NLP: sentiment analysis, entity extraction, topic modeling
Document analysis: OCR, table/form extraction, intelligent parsing
Text-to-speech: neural voices, SSML, real-time streaming
Machine translation: real-time and batch document translation
Speech-to-text: real-time transcription, custom vocabulary
Conversational AI: chatbots, voice bots, dialog management
ML recommendations: real-time personalization, campaign management
Time-series forecasting: demand planning, resource forecasting
Intelligent search: enterprise document search, FAQ extraction
AI coding assistant: code generation, security scanning
Enterprise AI assistant: business intelligence, code transformation