Economics

AI Capacity Economics Calculator

Committed-capacity economics for 12+ month dedicated deployments: contract value, cost per million tokens, guaranteed capacity, and time to production.

Notice

All pricing, equipment availability, data center capacity, power availability, and deployment timelines are subject to availability. Estimates are based on weekly supply and deployment forecasts and may change daily due to hardware allocation, facility capacity, utility availability, logistics, network readiness, and other market conditions. Final pricing and delivery dates are confirmed only in an executed customer agreement.

Planning baseline

Standard KloudX deployment planning assumption: 45 days. Actual delivery is subject to available hardware, power, GPU-ready data center space and the current weekly deployment forecast.

Committed infrastructureGPU / platform

Cluster size tier

GPU countSet by the platform and cluster size tier.

Contract term

Market reference ($/GPU-hour)Refreshed Sep 17, 2026. Market reference, not a KloudX offer.Rate to model ($/GPU-hour)

Take-or-pay %Guaranteed capacity %

Annual rate escalation %One-time deployment / integration $Illustrative placeholder; confirm actual deployment scope.

Inference economicsModeled delivered tokens/sec per GPUMeasured-average modeling standard. Replace with your measured benchmark when available.

Utilization %Latency headroom %Overhead %

Overhead covers platform + network.

Time to productionKloudX planning baseline (days)Alternative deployment time (days)Your estimated value per day $Alternative provider rate ($/GPU-hour)

Total contract value

$625,128

Contracted $ / 1M tokens

$0.56

Time advantage vs. alternative

30 days

Earlier-deployment value

$750,000

Year 1 committed spend

Year 1 commitment: $625,128
Year 1 compute: $550,128
Raw compute $ / 1M tokens: $0.43
Modeled rate: $7.85 / GPU-hour

Capacity commitment

Reserved GPUs: 8
Guaranteed capacity: 100%
Term: 12 months
Annual committed GPU-hours: 70,080

Platform reference

Configuration: 8 x NVIDIA B300
Deployment unit: 8-GPU HGX B300 node
Memory: 288 GB HBM3e / GPU
Modeled TPS / GPU: 7,300
Aggregate TPS at utilization: 40,880
Market range: 7.10-15.00 $/GPU-hr
Refreshed: Sep 17, 2026

Speed advantage

KloudX planning baseline: 45 days
Alternative: 75 days
Days saved: 30
Earlier-deployment value: $750,000

Illustrative first-year economic cost

-$124,872

Business-case illustration, not a guaranteed saving.

Price vs. alternative

Alternative annual compute: $550,128
Annual price difference: $0

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Market references and cluster-size defaults are benchmarking and planning inputs, not KloudX offers. Throughput values are current modeling standards and vary by model, precision, context length, concurrency and serving stack; replace them with measured throughput for your workload before relying on $/1M-token results. All pricing, equipment availability, data center capacity, power availability, and deployment timelines are subject to availability. Estimates are based on weekly supply and deployment forecasts and may change daily due to hardware allocation, facility capacity, utility availability, logistics, network readiness, and other market conditions. Final pricing and delivery dates are confirmed only in an executed customer agreement.