Cost & Pricing
CO2 Footprint – Self-Hosted vs Cloud AI
Cloud claims lower emissions; dedicated hosting claims transparency. The truth depends on grid mix and utilisation - measured numbers for UK hosting.
SaaS Unit Economics When LLM Is a Cost Center
LLM inference is expensive enough that it changes SaaS unit economics materially. Modelling cost per user and gross margin honestly.
Consulting Margins on AI Services Using a Dedicated GPU
AI consultants running client projects on a shared dedicated GPU can maintain 70%+ margins. Here's how the economics work.
Cost of Downtime on Shared Cloud GPU
Cloud GPU SLAs are looser than people realise. Noisy neighbours and spot preemption have a real cost that dedicated hosting…
RTX 5060 Ti 16GB 24/7 Dedicated vs Spot Cloud
Spot cloud GPUs advertise 40-60% savings but preemption handling, cold starts and SLA gaps close the gap. Here is the…
RTX 5060 Ti 16GB Break-Even Calculator
A working framework with tables, formulas and worked examples for deciding when self-hosting on a Blackwell 16GB card beats paying…
Codestral 22B on RTX 5060 Ti 16GB Monthly Cost
Squeezing Codestral 22B onto Blackwell 16GB - monthly throughput, what it costs versus the Codestral API, when it pays back.
RTX 5060 Ti 16GB Cost Per GB of VRAM
A precise ranking of pounds-per-GB across the GigaGPU lineup at the 16GB tier - where the 5060 Ti often wins…
DeepSeek R1 Distill 7B on RTX 5060 Ti 16GB Cost
Reasoning models emit long thinking traces. What that does to monthly token economics on Blackwell 16GB, and why self-hosting flips…
Gemma 2 9B on RTX 5060 Ti 16GB Monthly Cost
Serving Gemma 2 9B on Blackwell 16GB - detailed breakdown against Gemini Flash API and other alternatives.
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Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
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Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
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