GMI Cloud sells dedicated NVIDIA capacity to enterprises. Their pricing page publishes five “from” prices and puts Contact Sales on every card. There is no self-serve rate card, no published storage or egress pricing, and no stated billing increment.
Runpod publishes a full rate card for 21 NVIDIA cards plus AMD, bills Pods per second, and lets you deploy without speaking to anyone.
That is the comparison. Everything below is detail on what it means in practice.
| Capability | GMI Cloud | Runpod |
|---|---|---|
| Built around | Dedicated enterprise GPU capacity | Self-serve GPU compute |
| How you buy | Contact Sales | Sign up and deploy |
| Published rates | 5 GPUs, “from” prices only | Full rate card, all cards, both tiers |
| GPU catalog | GB200, GB300, H100, H200, B200 | 21 NVIDIA cards, plus AMD MI300X |
| Billing increment | Not published | Per second on Pods and Serverless |
| Storage pricing | Not published | From $0.05/GB/mo |
| Egress | Not published | No ingress or egress fees |
| Lower-cost tier | Not offered | Community Cloud |
| Inference-as-a-service | Yes, plus a model library | Serverless, Hub and public endpoints |
| Multi-node training | Yes, enterprise deployments | Clusters, self-serve up to 64 GPUs |
GMI Cloud rates and capabilities read from gmicloud.ai/pricing on 9 September 2026, unchanged from a 20 August reading. Runpod rates pull live.
Their published prices, and what they leave out
GMI Cloud publishes these floors, read 9 September 2026:
| GPU | GMI Cloud, from |
|---|---|
| GB200 | $8.00/GPU-hour |
| GB300 | Pre-order |
| B200 | $4.00/GPU-hour, limited availability |
| H200 | $2.60/GPU-hour |
| H100 | $2.00/GPU-hour |
Read from gmicloud.ai/pricing on 9 September 2026. All are “from” prices on dedicated, GMI-operated infrastructure with Contact Sales as the call to action. Storage, egress and billing increment are not published.
Their H100 floor of $2.00 is below Runpod’s H100 PCIe Secure Cloud rate, and their H200 floor of $2.60 is below Runpod’s H200 rate. Both of those are true and worth saying plainly, because anyone with two browser tabs open will find them in a minute.
What is not knowable from those numbers is what you would actually pay. A “from” price is a floor on a quoted product. It tells you where negotiation starts, not where it lands, and it does not include storage, data transfer or the billing increment, none of which GMI Cloud publishes. Runpod’s rates are the rates, published for every card on both tiers, with storage from $0.05/GB/mo and no egress fees.
Catalog and fit
GMI Cloud publishes five GPUs, all NVIDIA, all data center class: GB200, GB300, H100, H200 and B200. That is a deliberate lineup for large training runs and production inference at scale.
Runpod publishes 21 NVIDIA cards, from the RTX A5000 at $0.27/hr on Secure Cloud up to the B300 at $7.89/hr, plus AMD MI300X at $2.39/hr on Secure Cloud, verified 31 August 2026.
The gap is at the small end. GMI Cloud has nothing below an H100. A workload that runs happily on an L4, an A5000 or a 4090 has no home there, and renting an H100 floor-priced at $2.00 to serve a small model is an expensive way to solve that problem.
At the top end GMI Cloud carries GB200 and GB300, which Runpod does not publish. If a Grace Blackwell superchip is what your workload needs, that is a real reason to talk to them.
How you buy is the actual difference
Everything on GMI Cloud’s pricing page routes to Contact Sales. Their own framing is commitment-based savings, usage-adaptive pricing and region-aware enterprise billing. That is a considered enterprise motion, and for a team placing a large committed order it is the right shape: you get a negotiated rate, dedicated capacity and a named account.
Runpod’s motion is the opposite. Sign up, deploy in under 30 seconds, pay per second, across 31 global regions. No quota request, no minimum, no call.
Neither is better in the abstract. They suit different buying situations, and the question is which one you are in. If you know you need 64 H200s for six months, a negotiated contract will beat a list price, and GMI Cloud is built for that conversation. If you need eight GPUs this afternoon and cannot predict next month, a published self-serve rate is worth more than a discount you have to earn.
Runpod does both: Clusters provision self-serve, and reserved clusters with SLA-backed uptime and discounted rates are available for teams scaling to 10,000+ GPUs. The difference is that the self-serve path exists at all.
Where GMI Cloud wins
You are buying committed capacity at scale. Their whole product is aimed at this, and a negotiated rate on a large reservation is a genuinely different economic proposition from any list price.
You need GB200 or GB300. Runpod does not publish either.
You want a single vendor relationship with an account team. GMI Cloud sells inference-as-a-service and a model library alongside raw GPUs, all through the same commercial relationship.
Dedicated, non-shared resources are a hard requirement and you want that stated contractually rather than inferred from a product tier.
Where Runpod wins
You can see what it costs before you commit. Full rate card, both tiers, all cards, storage and egress included in the published pricing.
Per-second billing on Pods and Serverless. GMI Cloud does not publish a billing increment. On bursty or experimental work the increment matters as much as the rate.
The small and mid range. 15 of Runpod’s 21 cards are priced below the H100 PCIe. GMI Cloud publishes nothing there.
Community Cloud. A lower-cost tier with no equivalent on GMI Cloud, starting at $0.16/hr for an RTX A5000.
Scale-to-zero inference. Runpod Serverless bills per second of active worker time with sub-200ms cold starts via FlashBoot.
No egress fees. GMI Cloud does not publish data transfer pricing, so this cannot be compared directly, but it can be stated: Runpod charges nothing for ingress or egress.
Compliance
Runpod is SOC 2 Type II certified and HIPAA and GDPR compliant, with SOC 2 reports, BAAs and DPAs available for security review through the Runpod Trust Center. Secure Cloud adds network isolation for workloads with stricter compliance needs. Coverage can vary by region and deployment model, so check requirements for your workload. Enterprise agreements add a 99.99% uptime SLA, dedicated capacity and tailored terms. See runpod.io/legal/compliance for current certification details.
GMI Cloud’s certifications were not verified for this article. If compliance is a deciding factor, ask them directly.
Which one should you choose
Choose GMI Cloud if you are placing a committed order for dedicated capacity, if you need Grace Blackwell hardware, or if an enterprise procurement process and a negotiated rate suit you better than a published one.
Choose Runpod if you want to know the price before you talk to anyone, if your workload fits a card below an H100, if per-second billing matters to your usage pattern, or if you need to start today.
The honest summary: GMI Cloud’s floor prices on the H100 and H200 are below Runpod’s Secure Cloud rates, and if you land near those floors on a large reservation, they are competitive. But a “from” price on a quoted enterprise product is not the same object as a published self-serve rate, and the comparison only becomes real once you have a quote in hand. Get one before deciding on price. Decide on buying model first.
Frequently asked questions
Is GMI Cloud cheaper than Runpod?
Their published floors are lower on the two cards that overlap: H100 from $2.00/GPU-hour and H200 from $2.60/GPU-hour, read 9 September 2026, both below Runpod’s Secure Cloud rates for those cards. Those are “from” prices on a quoted enterprise product with no self-serve tier, no published storage or egress pricing and no stated billing increment, so what you would actually pay is not knowable from the page.
Does GMI Cloud have a self-serve option?
Their pricing page routes to Contact Sales on every card and publishes no self-serve rate card. Runpod is self-serve by default, with deployment in under 30 seconds and no quota request.
Which has more GPU options?
Runpod publishes 21 NVIDIA cards plus AMD MI300X. GMI Cloud publishes five, all NVIDIA data center class: GB200, GB300, H100, H200 and B200.
Does GMI Cloud bill per second?
Their pricing page does not state a billing increment. Runpod bills Pods and Serverless per second, and Clusters per hour.
Can I get GB200 or GB300 on Runpod?
Neither is on Runpod’s published rate card. If Grace Blackwell is a requirement, GMI Cloud publishes GB200 from $8.00/GPU-hour and lists GB300 as pre-order.
What does GMI Cloud charge for storage and egress?
Neither is published on their pricing page. Runpod charges from $0.05/GB/mo for network storage and nothing for ingress or egress.
Get started
The comparison that settles this is your own workload on a published rate. Runpod bills by the second with no minimum and no quota request. See current pricing or deploy a Pod.
