ComputeScout

ComputeScout is infrastructure intelligence for AI and ML teams. Instead of jumping between RunPod, Vast.ai, Nebius, Lambda, and dozens of other GPU providers, you describe your workload once — fine-tuning, training, inference — along with your budget, deadline, and region, and get a ranked recommendation backed by live market data. The system uses Bright Data to scrape real-time GPU pricing across the global compute market, runs a deterministic scoring engine on price, availability, reliability, and region fit, and uses Groq only to parse natural language input and explain results. The AI never chooses the provider — the engine does. The Global Compute Radar gives you a Bloomberg-style view of the entire GPU market: live prices, provider health, and availability in one table. Green means scraped live. Gray means estimated. No guesswork, no chatbot UI — just serious infrastructure software built for teams who need to move fast and spend wisely. Built for the Bright Data AI Agents Hackathon.