Memory Calculator
GPU Memory Estimation
Estimate model memory requirements and get batch size recommendations for your hardware.
Eight Tools for AI Infrastructure
Plan your AI infrastructure with confidence. Calculate memory requirements, compare cloud GPUs, optimize costs, and get expert recommendations.
Calculators
Estimate costs and resource requirements for your AI infrastructure.
TCO Calculator
Cost Analysis
Calculate total cost of ownership with detailed breakdowns and multi-provider comparison.
Advisors
Get expert optimization recommendations for distributed training, quantization, and cost savings.
Parallelism Advisor
Distributed Training
Get recommendations for tensor, pipeline, and data parallelism configurations.
Quantization Advisor
Precision Optimization
Explore quantization options like INT8 and FP16 with quality vs speed tradeoff analysis.
Spot Advisor
Savings Opportunities
Check spot availability by region, interruption frequency, and calculate cost savings.
Registry
Comprehensive databases for AI models and cloud accelerators.
Model Registry
AI Model Comparison
Compare 29 AI models with capabilities, pricing, and context windows.
Accelerator Registry
GPU Comparison
Compare 15 accelerators across AWS, GCP, and Azure with interactive filtering and performance metrics.
Data
Keep your infrastructure data current with automatic synchronization.
Live Data Feeds
Automatic Data Sync
Automatic data sync for pricing, benchmarks, and model capabilities.
Make Smarter Infrastructure Decisions
Get lifetime access to all tools plus Sources, Lab, Studio, and more.
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