Benchmarks
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.
Code Completion Latency by GPU and Model
Benchmarking code completion latency across GPU models and coding-optimised LLMs. Measuring inline completion, function generation, and multi-file context performance for developer tooling.
Document Processing Throughput by GPU
Benchmarking document processing throughput across GPU models. PDF extraction, OCR, chunking, embedding, and indexing speed for enterprise document pipelines on…
Embedding Speed: GPU vs CPU Benchmark
Benchmarking text embedding generation speed on GPU versus CPU across popular embedding models. Throughput, latency, and cost analysis for deciding…
LoRA Fine-Tuning Speed by GPU
Benchmarking LoRA and QLoRA fine-tuning speed across GPU models for popular LLM sizes. Training throughput, memory usage, and time-to-completion for…
Model Loading Time by GPU and Storage
Benchmarking LLM loading times across GPU models, storage types, and model sizes. How NVMe, SATA SSD, and HDD affect cold…
LLM Benchmark Rankings: April 2026 Update
Updated April 2026 LLM benchmark rankings comparing open-source and commercial models across MMLU, HumanEval, GSM8K, and MT-Bench. Includes GPU throughput…
Token/sec Benchmark Update: April 2026
Updated April 2026 tokens-per-second benchmarks for open-source LLMs across NVIDIA GPUs. Covers LLaMA 3.1, DeepSeek V3, Qwen 2.5, and Mistral…
RAG Benchmark Update: April 2026
Updated April 2026 RAG pipeline benchmarks measuring end-to-end retrieval and generation performance across GPUs. Covers embedding speed, retrieval latency, and…
Image Generation Benchmark Update: April 2026
Updated April 2026 benchmarks for AI image generation models across GPUs. Covers FLUX.1, Stable Diffusion 3.5, and SDXL generation speed,…
TTS Latency Benchmark Update: April 2026
Updated April 2026 TTS latency benchmarks for self-hosted text-to-speech models across GPUs. Covers F5-TTS, XTTS v2, StyleTTS 2, and Piper…
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Tokens/sec Benchmarks
Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
View BenchmarksTTS Latency Benchmarks
Time-to-first-audio for Coqui, Bark, Kokoro, and XTTS-v2 across GPU tiers.
View TTS BenchmarksOCR Speed Benchmarks
Pages per second for PaddleOCR and Tesseract across our GPU server lineup.
View OCR BenchmarksCost per 1M Tokens
What does it cost to process a million tokens on each GPU? Interactive calculator.
Calculate CostDedicated GPU Hosting
Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
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