Not a gut feeling. Not an LLM hallucination. A data-driven verdict based on real 90-day pricing history for your exact provider and GPU setup.
Your provider's current on-demand and 1-year reserved rates from our live pricing database (23 providers, updated weekly).
Break-even timeline, monthly savings, upfront premium, and 12-month ROI — computed from your actual spend and usage hours.
Workload predictability mismatch, market pricing trends, and availability risk — all surfaced before you commit.
"Reserved contracts are usually cheaper if you have predictable workloads. The savings depend on your provider and usage pattern."
Generic. Vague. Worthless for a $50K/year decision.
"CoreWeave H100: reserve at $1.79/hr vs $2.23/hr on-demand. At your $15K/mo spend, break-even hits at 3.4 months. Lock in now — your predictability score (4/5) supports the commitment."
Specific. Calculated. Actionable.