AI GPU Infrastructure Sizing Calculator
Real Performance, Not Estimates
Enterprise-grade GPU sizing with verified MLPerf benchmark data. From DeepSeek R1 671B to Llama 3.1, get accurate recommendations backed by real measured performance.
Why Real Benchmarks Matter
MLPerf v5.1 Official Data
Real measured performance from MLCommons official benchmarks. No guesswork, no estimates - actual throughput numbers from verified hardware configurations.
Latest GPUs Included
Complete lineup: Blackwell (GB300, GB200, B200), Hopper (H200, H100), Ada (L40S). From cutting-edge 671B parameter models to efficient 8B deployments.
Cost-Optimized Recommendations
Smart recommendations based on throughput-per-dollar analysis. Compare cloud hourly costs vs. purchase prices across multiple GPU configurations.
Supported AI Models
Large Language Models
New- • DeepSeek R1 671B (Latest)
- • Llama 3.1 (8B, 70B, 405B)
- • Llama 2 70B
- • Long Context (up to 128K tokens)
Vision Models
- • Stable Diffusion XL 3.5B
- • Text-to-Image Generation
- • High-Resolution Inference
- • Batch Processing Support
Speech Models
- • Whisper Large V3
- • Speech Recognition
- • Real-time Transcription
- • Multilingual Support
Ready to Size Your GPU Infrastructure?
Get accurate GPU recommendations powered by MLPerf v5.1 official benchmarks. Real performance data for confident infrastructure decisions.