Blog ▸ Why Your H200 Bill Is Higher Than Your H100 Bill Was (And It Is Not the GPU)
GPU Infrastructure
Egress fees, idle bundled vCPUs, commitment penalties, and separate storage charges add 20 to 40% on top of the advertised H200 hourly rate. Here is where the hidden costs sit.
Why Your H200 Bill Is Higher Than Your H100 Bill Was (And It Is Not the GPU)
GPUaaS.com Team
GPU Infrastructure
July 20, 2026
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An H200 cluster quoted at $12.29/GPU-hour turned into $18.40/GPU-hour on the actual invoice. Same GPU. Same hours. Egress, idle vCPUs, a commitment penalty nobody read closely.
The sticker price is one number. The bill is four.
Key takeaways
Egress fees ($0.05 to $0.12/GB) can add $500 to $1,200/month for a high-traffic inference endpoint moving 10TB monthly
Hyperscaler H200 instances bundle idle vCPUs and RAM billed the same rate whether the workload uses them or not
Reserved discounts of 30 to 50% only hold if the workload runs the full 1 to 3 year term
Hidden costs stack to add 20 to 40% on top of the advertised hourly rate across hyperscaler GPU rentals
Per-GPU billing on specialized providers like GMI Cloud ($2.60/GPU-hour H200, no minimum) avoids most of these costs by billing only the GPU
◆ WHERE THE HIDDEN COSTS SIT
Cost category
Typical impact
Egress fees
$0.05-$0.12/GB, $500-$1,200/mo at 10TB traffic
Idle bundled vCPUs/RAM
192 vCPUs billed regardless of use on p5.48xlarge
Commitment penalty
Full 1-3yr term rate if workload changes mid-contract
AWS, GCP, and Azure charge $0.05 to $0.12 per GB out. A high-traffic inference endpoint moving 10 TB a month adds $500 to $1,200 that never shows up on the pricing page.
◆ HIDDEN COST 2: IDLE INFRASTRUCTURE
Paying for vCPUs you never use
A p5.48xlarge instance comes with 192 vCPUs whether the workload needs them or not. A 70B model on vLLM uses a fraction of that. The rest sits idle, billed the same as if it were working.
◆ HIDDEN COST 3: COMMITMENT PENALTIES
The discount that only counts if you stay
Reserved 1-year and 3-year contracts cut 30 to 50% off on-demand. That discount only holds if the workload runs the full term. A team that reserves against a forecast and changes direction six months in keeps paying for capacity that no longer matches what they're running.
◆ WHY H200 GETS HIT HARDEST
More memory means more of every hidden fee
Storage and networking round it out. Persistent storage, NAT gateway charges, cross-region data movement, all billed separately, none of it in the number the sales page leads with.
Not unique to H200. True of any hyperscaler GPU rental. Hits H200 specifically hard because H200 workloads run larger models, longer context windows, more data movement. More egress. More storage. More exposure to every fee that scales with usage.
20-40%
how much hidden costs typically add on top of the advertised hyperscaler GPU hourly rate once egress, storage, and networking are counted
GMI Cloud prices H200 at $2.60/GPU-hour on-demand, no minimum commitment, no standard egress fees. Per-GPU billers strip out the bundled vCPU and RAM overhead entirely, since the rate covers the GPU alone. Lower headline rate. Closer to the real bill too, because there's less hidden underneath it.
Not every hyperscaler H200 deployment is a bad deal. A workload that needs the managed ecosystem, the compliance certifications, the native integrations, is paying for something real. The problem is signing without knowing which of the four hidden costs apply, then finding the gap on the first invoice.
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Egress fees, idle bundled vCPUs and RAM, commitment penalties, and separate storage and networking charges all sit outside the headline GPU rate. Together these can add 20 to 40% on top of the advertised hourly price, especially on hyperscaler platforms.
AWS, GCP, and Azure charge $0.05 to $0.12 per GB of data transferred out. A high-traffic inference endpoint moving 10 TB a month can add $500 to $1,200 in egress charges alone, none of which appears on the initial GPU pricing page.
Reserved discounts of 30 to 50% are priced against completing the full 1 to 3 year term. If a workload changes shape or is discontinued before the term ends, the enterprise typically continues paying the reserved rate for capacity it no longer needs, since the discount was conditional on the full commitment.
Largely, yes. Specialized providers billing per GPU rather than per bundled instance avoid the idle vCPU and RAM charge entirely, and many waive standard egress fees. GMI Cloud, for example, prices H200 at $2.60/GPU-hour on-demand with no minimum commitment and no standard egress charge.
Yes, when a workload genuinely needs the managed ecosystem, compliance certifications, or native cloud integrations a hyperscaler provides. The issue isn't that hyperscaler pricing is wrong, it's signing without knowing which hidden costs apply to the specific workload before the first invoice arrives.
Last reviewed: 21 July 2026. Hidden cost data from GMI Cloud's 2026 GPU Cloud Pricing Comparison and H200 Provider Pricing analysis, GPUnex Cloud GPU Pricing Comparison 2026, and Spheron GPU Cloud Pricing Comparison 2026. Get an H200 cluster quote on GPUaaS.com.
