Cheaper AWS Alternative for AI Inference

Heliode sources NVIDIA H100, H200, A100, and L40S GPUs on the open market to run managed AI inference workloads through a single endpoint and a single bill. The service targets steady, 24/7, latency-sensitive AI inference tasks and quotes prices against live open-market GPU rates rather than hyperscaler on-demand pricing. Customers can request a free quote by submitting their current cloud bill for the same workload without any commitment.

The company claims to charge 2–5× less than hyperscalers for comparable inference hardware by sourcing GPUs on the open market and passing savings through. It offers managed capacity and support instead of requiring customers to juggle multiple provider accounts, with a real person handling inquiries rather than a ticket queue. Pricing varies by workload and region, and customers reserve GPU-hours monthly for predictable costs without surprise egress math.

Heliode serves clients in Austin, the San Francisco Bay Area, Seattle, and Boston, with operations based in the US. The company sources flagship accelerators like the NVIDIA H200 with 141 GB HBM3e and the NVIDIA H100 with 80 GB SXM5 to support high-throughput LLM serving and demanding inference. It also provides proven value through the NVIDIA A100 and best price-performance via the NVIDIA L40S for a wide range of production models.

To get started, customers send their current cloud bill for the same workload to receive a free, no-commitment quote. The process moves from the first call to running workloads in days rather than quarters, with no lock-in or long-term contracts. Customers can also ask for specific hardware like B200, GB200, or MI300X if needed.

Heliode manages provisioning, monitoring, and support on a reliable base layer so customers do not need to babysit the infrastructure themselves. The service is built for steady, 24/7, latency-sensitive workloads that dominate AI compute today, ensuring a single endpoint to point at and one invoice to manage. Customers get a named point of contact who answers fast and works to cut the bill, avoiding the ticket queues typical of hyperscalers.

The company sources capacity where it is cheapest, including marketplace and spot supply, well under hyperscaler on-demand rates. This open-market sourcing strategy allows them to offer flagship accelerators like the NVIDIA H200 and H100 at a fraction of the cost charged by major cloud providers. The goal is to provide cost-efficient inference cards and flagship accelerators managed at open-market rates.

The company states it charges 2–4× less per GPU-hour than AWS, GCP, or Azure for the same workload. It runs inference on the same hardware but at open-market rates, which are typically well under hyperscaler on-demand pricing. Customers can compare their current bill directly to see the potential savings.

Heliode is designed for steady, 24/7, latency-sensitive AI inference workloads that require consistent performance. It is not intended for sporadic or bursty workloads that do not need the same level of managed support and monitoring. The service focuses on production workloads where reliability and cost-efficiency are critical.

The company offers a concierge model with a real person on the other end to handle changes or questions quickly. This human layer is a key differentiator from the automated ticket queues found at hyperscalers. Customers get a named point of contact who keeps working to cut the bill and respond fast.

Heliode provides a single contract and one invoice, eliminating the need to manage multiple provider accounts. Customers reserve GPU-hours monthly for predictable costs without surprise egress math or lock-in. The service simplifies operations by consolidating everything into one endpoint and one bill.

Heliode claims to have a real person who answers fast and keeps cutting the bill, unlike the ticket queues at hyperscalers. The company sources GPUs on the open market and runs them for you, allowing customers to point their workload at one endpoint. This approach ensures a single bill and simplified management.

The official website of Cheaper AWS Alternative for AI Inference is heliode.ai.

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