Nebius × NVIDIA Global AI Hackathon 2026Official
VARANASI RunGuard & FinOps Margin Engine
Catch preventable AI workload failures before cluster deployment and analyze GPU & inference margins with deterministic rigor. Powered by Nebius Token Factory and NVIDIA open-source models.
Deterministic Preflight Core•Audited Official Pricing•NVIDIA Open-Source Models
GPU RunGuard
Preflight & Runtime Integrity
No configuration files analyzed yet.
FinOps Engine
Compute & Token Margin
No cost models computed yet. Configure GPU hours or token volume to estimate compute budget.
AI Integrations
NVIDIA Model & Search State
Nebius Token Factory:CHECKING...
NVIDIA Model:
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B
Tavily Technical Search:CHECKING...
Built-in Demonstration Scenarios (Judges Evaluation Suite)
Test VARANASI without supplying custom cluster files. All fixtures use authentic failure signatures and verified cloud GPU pricing.