Real performance data, not marketing claims. Our benchmarks test every GPU we offer across LLM inference, image generation, OCR, and TTS workloads on dedicated GPU servers. See our tokens/sec benchmark for the latest results.
How many concurrent chat users one Blackwell 16GB can realistically serve - per model, per SLA, with concrete token budgets.
Coqui XTTS v2 and Bark-small on Blackwell 16GB - real-time factor, VRAM, batch throughput for self-hosted TTS.
Isolated decode throughput on Blackwell 16GB - memory-bandwidth-bound tokens per second across models and precisions.
Training throughput on Blackwell 16GB - samples per second for LoRA, QLoRA, and Unsloth across popular model sizes.
FLUX.1-schnell on Blackwell 16GB - 4-step distilled SOTA image gen, FP16 and FP8 throughput numbers.
Mistral 7B v0.3 on Blackwell 16GB - measured decode, prefill, and concurrency numbers across FP8, AWQ, and GGUF.
Long-context performance on Blackwell 16GB - TTFT and decode speed at 8k, 32k, 64k, and 128k tokens on practical LLMs.
FP16 LoRA fine-tuning on Blackwell 16GB - speeds, memory, and when to prefer LoRA over QLoRA.
Maximum aggregate throughput achievable on Blackwell 16GB across model sizes - the absolute ceiling you can hit with tuning.
448 GB/s of GDDR7 bandwidth on the 5060 Ti 16GB - the math behind decode throughput, lineup rankings, and why…
From the blog to your next deployment — pick the right platform for your workload.
Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
View BenchmarksTime-to-first-audio for Coqui, Bark, Kokoro, and XTTS-v2 across GPU tiers.
View TTS BenchmarksPages per second for PaddleOCR and Tesseract across our GPU server lineup.
View OCR BenchmarksWhat does it cost to process a million tokens on each GPU? Interactive calculator.
Calculate CostBare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
Browse GPU ServersDeploy LLaMA, Mistral, DeepSeek, and more on dedicated hardware with no per-token API fees.
Explore LLM HostingDedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.