Predict GPU Costs Before You Spend
Other tools tell you what you spent. We tell you what you will spend. Pre-flight estimation, real-time tracking, and spike prediction for GPU workloads.
Pre-Flight Estimation
Know your GPU training costs before you run. Estimate p4d, g5, A100 workloads accurately.
Real-Time Tracking
Monitor GPU spend as it happens. Instance-level breakdown with CloudTrail precision.
Spike Prevention
ML-powered detection catches anomalies early. Root cause analysis explains every spike.
Built for GPU-Heavy Teams
From pre-flight estimation to post-mortem analysis. Complete cost control for AI/ML workloads.
Pre-Flight Cost Estimation
Calculate GPU training costs before launching. Support for p4d, p5, g5, A100, H100 instances.
Real-Time GPU Tracking
Monitor GPU spend as it happens. Instance-level visibility with per-minute accuracy.
Causal Cost Model
Our unique causal model links your current infrastructure to future costs. See how today decisions impact tomorrow bills.
Root Cause Analysis
Trace every spike back to its source. Which instance, region, job, and team caused the cost increase.
Predictive Spike Detection
ML models detect cost anomalies 24-48 hours before they hit your bill. Act before the damage.
Training Time Optimization
Balance cost vs speed. Find optimal instance types for your training requirements.
Spot Instance Strategy
Save up to 90% with intelligent spot instance recommendations and fallback planning.
Instant Alerts
Slack and email notifications when GPU spend exceeds thresholds or patterns change.
Why Nebion
GPU costs can spiral from $100 to $10,000 in a single training run. Traditional FinOps tools only tell you after the damage is done. Nebion gives you control before you launch.
Built for ML engineers and platform teams running GPU workloads on AWS, GCP, and Azure. From small experiments to large-scale distributed training.
Pre-flight estimation, real-time tracking, and predictive alerts work together to ensure you never get surprised by a GPU bill again.
Pre-Flight Accuracy
Know costs within 5% before you run. No more surprise bills from runaway training jobs.
GPU Instance Experts
Deep knowledge of p4d, p5, g5, A100, H100 instances and their cost characteristics.
Root Cause Clarity
Every spike explained. Know the exact instance, region, and job that caused cost increases.
Real-Time Visibility
CloudTrail integration gives you per-minute GPU spend visibility, not next-day reports.
Take Control of Your GPU Spend
Stop getting surprised by GPU bills. Pre-flight estimation, real-time tracking, and spike prevention in one platform.