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The Sticker Price is a Lie

Cloud providers hide 40% of GPU costs in storage, egress, and billing rules. See the true invoice before you commit.

A100 80GB · Lambda Cloud
$2.10/hr
Looks cheap. Click “True invoice” →
The Problem

4 Mistakes Bleeding Your Cloud Budget

Every GPU buyer makes these. Most never realize it.

Trusting the sticker price

Listed $/hr excludes storage, egress, and minimum billing. The real bill is 40-90% higher.

87%
avg hidden markup
Ignoring spot volatility

That 70% discount evaporates when your job gets preempted 4 hours in. You pay to restart.

3.2x
avg preemption cost
Skipping availability checks

Cheapest instance listed doesn't mean available. Quota limits and capacity gaps waste days.

48hrs
avg time wasted
Comparing apples to oranges

Different providers bill differently. Without normalization, you're comparing fantasy numbers.

54+
providers to normalize
The Pro System

Three Questions. One View.

Cost, risk, and availability — answered before you click deploy.

"What will I actually pay?"

True Monthly Cost

GPU + storage + egress + minimum billing rules. The real invoice before you commit.

Estimate: 40h/week
Advertised$2.10/hr
Storage+$410
Egress+$180
True monthly$3,942
"Will this price hold?"

Volatility Score

7-day price history with instability scoring. Know if the discount survives your job window.

7-day behavior
InstabilityHigh risk
"Can I actually get it?"

Procurement Reality

Separate listed inventory from usable inventory. Quota, capacity, and deploy readiness in one view.

Provisioning path
Request
Quota
Capacity
Deploy
Proof

Teams Saving Real Money

ML engineers and MLOps teams who switched from guessing to knowing.

“Caught a $2,400/mo storage charge we had been ignoring for 3 months. Pro paid for itself in a day.”

Sarah K.
ML Engineer, Series B startup
1/3

“Switched from eyeballing $/hr to actual true cost. Saved 34% on our first quarterly GPU buy.”

Marcus R.
MLOps Lead, fintech
2/3

“The volatility score alone is worth it. Stopped deploying on instances that get reclaimed mid-job.”

Alex T.
Research Scientist, AI lab
3/3
5,000+
GPU instances
54+
Cloud providers
6hr
Refresh cycle
$49
Pro per month
Pricing

Cheaper Than One Wrong Decision

Transparent pricing. No hidden fees. Cancel anytime.

Free
$0/mo

Browse prices and compare listings.

Included
Real-time GPU price comparison
5,000+ instances tracked
Workload presets
CSV export (current view)
Shareable filter links
ProPopular
$49/mo

For engineers who buy GPU time weekly.

Everything in Free, plus:
True Monthly Cost calculator
Price drop alerts (email + webhook)
7-day price history per model
Volatility / instability scoring
Saved filter presets (unlimited)
Full CSV export (all rows)
Priority data refresh (2-hour)
Teams
$199/mo

Procurement tooling for MLOps teams.

Everything in Pro, plus:
Unlimited team seats
Slack integration (team alerts)
Webhook / n8n / Zapier support
Cost approval workflows
Monthly spend reports (PDF)
Shared saved filter presets
Priority email support
Done-For-You Cloud Audit

Don't want to DIY? We'll find the leaks.

Personalized report on your cloud GPU spend. We find hidden charges. You keep savings.

Starting at $750 · scope-based
FAQ

Your Questions, Answered

Everything you need to know — from data sources to billing.

Know the True Cost Before You Click Deploy

Cost, risk, and availability — one decision, not three.

No credit card for trial
Cancel anytime
Webhook alerts on Pro+
Shareable links on all plans

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