Idea of the Day
SpotGPU
Find the cheapest GPU in seconds across every cloud provider
Unlock Full Report● The Problem
AI teams running inference and fine-tuning workloads choose a single GPU cloud provider and stay locked in, even when prices fluctuate 3-5x between providers throughout the day. RunPod charges $0.60/hr for an A100 while Vast.ai charges $0.52/hr for the same GPU. Lambda has H100s at $2.49/hr while Nebius lists them at $1.79/hr. Prices change hourly based on spot availability. No one aggregates real-time pricing across providers. Teams waste thousands per month on suboptimal compute because comparing providers manually takes longer than the savings justify.
● The Solution
A real-time GPU price aggregation engine that pulls live pricing from RunPod, Vast.ai, Lambda, Modal, Cerebras, Nebius, and hyperscalers. Set your workload requirements (GPU type, VRAM, region, duration) and see the cheapest option instantly. One-click deploy to the cheapest provider via unified API. Set spend alerts and auto-migrate long-running jobs when cheaper capacity appears. Dashboard shows historical spend across providers with savings opportunities highlighted.
Key Signals
MRR Potential
$5K-20K
Competition
Low
Build Time
1-3 Months
Search Trend
rising
Market Timing
Half of Ramp's top trending SaaS vendors in March 2026 are GPU compute providers (Cerebras, Modal, RunPod, Nebius, Vast.ai). RunPod hit $120M ARR with 500K+ developers. Gartner projects $2.52T in total AI spending for 2026. AI teams are moving agent workloads from prototypes to production and hitting real compute bills for the first time. ThunderCompute publishes monthly "cheapest GPU" comparison posts that get thousands of reads, proving demand for pricing transparency.
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