High-Performance GPU Infrastructure for Small & Mid-Sized Tech Teams

Get frontier-class hardware, enterprise control, and concierge service—at a fraction of hyperscaler cost.

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The Situation CTOs Face

As a CTO of a 50-100 person tech company you probably recognize:

  • You need access to serious GPU compute (for model training, inference testing, fine-tuning) but you don’t have the budget or scale of the hyperscalers.
  • The quoted market rates (e.g., ~$5-8 per GPU-hour or more) feel high, especially when you’re still validating proofs-of-concept or iterating frequently.
  • You may have custom requirements (specific memory, network/fabric, orchestration, burst capacity) that public cloud offerings treat as “nice-to-have” or charge extra for.
  • You need your infrastructure partner to act like an extension of your team—responsive, flexible, secure, and predictable, not a faceless commodity ledger.

Why ToshiHPC Is the Smart Choice

1. Best-in-class hardware

ToshiHPC is powered by the Blackwell B200 GPUs – the latest generation from NVIDIA for AI-scale workloads.

You’re using infrastructure built to handle frontier AI models, inference at scale, high memory bandwidth, NVLink/NVSwitch fabrics.

For your team: faster iteration, less wasted time waiting, and better return on your compute spend.

2. Superior pricing

Market rates: ~$5-$8 per GPU-hour

ToshiHPC: $3.75 per GPU-hour

That’s roughly a >40% saving on the low end of market pricing.

This saving can meaningfully accelerate your ROI on new AI/ML initiatives, reduce risk, and allow you to test more aggressively.

3. Tailored, concierge-level service

Unlike big generic cloud providers, ToshiHPC offers:

  • Custom build-out of what you need
  • White-glove onboarding & dedicated support
  • Flexibility to scale up or down
  • Enterprise-grade security & isolated clusters

4. Speed + control

Your team moves at startup/scale-up speed. ToshiHPC supports:

  • Launch pods in seconds or full multi-node clusters
  • Developer-first APIs/CLI/Terraform integration
  • Private networking, RBAC, observability tools

Why This Matters for Your Company

Lower cost barrier to experimentation

Content: At $3.75/GPU-hour you can spin many more test iterations and proof-of-concepts, increasing the likelihood of technical breakthrough without blowing the budget.

Faster time-to-value

With best-in-class hardware and rapid provisioning, your dev/data science teams aren’t waiting—so you compress innovation cycles.

Flexibility without commitment

You get enterprise-grade infrastructure without having to commit to massive long-term contracts or over-provision for “just in case”.

Risk mitigation through expertise

ToshiHPC gives you the security/operations posture of a hyperscale provider, but with the service and alignment of a partner who understands mid-sized tech companies.

Strategic difference

While your competitors may default to generic GPU cloud slots at higher cost, you have a visible infrastructure advantage: newer generation GPUs, better cost per performance, tailored config. That gives your team a competitive edge.

Let’s talk about what you need.

Whether you’re training a novel model, prototyping inference workflows, or running large-scale tests, we’ll work with you to build the right GPU cluster, right size, right price.

Drop us a line at sales@toshihpc.com (or book a demo via our site) and get a personalised quote. Mention you’re comparing $5-$8/hr market rates—see how we beat that at $3.75/hr and what extra value you get around service & customisation.

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For your tech team:

Faster cycles, lower cost, better hardware.

For you as CTO:

Infrastructure you can confidently budget, scale, and deliver.