Marktechpost Launches GPU Leaderboard and the Deploy It Chrome Extension
Marktechpost has launched GPU Leaderboard, a free cloud GPU price comparison tool for AI inference. It has also shipped GPU Leaderboard: Deploy It, a Chrome extension that delivers the same data directly in the browser. The site reads on-demand and spot prices from each provider's own pricing page. The goal is simple: answer "What GPU do I need, and where is it cheapest?" in one place.
What Is GPU Leaderboard?
GPU Leaderboard is a pricing dashboard that ranks rentable cloud GPUs by price per GPU-hour. It is built for teams running inference.
The v1 application offers four views:
- Inference pricing: a cost calculator for a full run, not just a single hourly rate.
- Leaderboard: every offer ranked by $/GPU-hr, filterable by GPU, tier, region, and availability.
- Cheapest Inference: the lowest on-demand floor for each tracked GPU.
- Providers: a directory with instance counts, regions, status-page incidents, and price-check history.
How Does the GPU Inference Cost Calculator Work?
You pick an accelerator, GPU count, duration, and utilization. The calculator then prices that exact run, giving you a realistic estimate of total cost rather than a misleading hourly headline rate.
Why It Matters in 2026
As inference workloads scale and GPU capacity remains a scarce, expensive resource, pricing transparency has become a critical part of AI infrastructure decisions. Teams juggling multiple providers, spot instances, and shifting regional availability need a single source of truth. GPU Leaderboard's provider-level tracking—including status-page incidents and price-check history—adds operational context that raw price lists lack.
The companion Deploy It Chrome extension brings this comparison data into the browser, letting developers check pricing without leaving their workflow.
via MarkTechPost