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Benchmarks

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.

Benchmarks May 2026

Mistral 7B on RTX 5060 Benchmark

Mistral 7B has become something of a default choice for teams building their first self-hosted LLM application. It is well-documented,…

Benchmarks May 2026

DeepSeek 7B on RTX 5060 Benchmark

If you have been following the DeepSeek story, you know their 7B model consistently outperforms similarly-sized competitors on coding and…

Benchmarks May 2026

FlashAttention-3 Impact

FlashAttention-3 (2024) brings ~1.5-2× throughput improvement over FA-2 on Hopper / Blackwell. Real numbers and what changed.

Benchmarks May 2026

FP8 KV Cache: Quality Impact Measured

Real measurements of FP8 KV cache vs FP16 KV cache quality on production tasks. The trade-off is smaller than you'd…

Benchmarks May 2026

FLUX.1 Images per Second by GPU: Real Benchmarks Across Every Card We Host

Real images-per-minute throughput for FLUX.1 dev and schnell on every GPU we rent — FP16, FP8 and GGUF quantisation paths.

Benchmarks May 2026

Fine-Tuning Throughput on the RTX 5060 Ti 16 GB: Tokens per Second by Method

How many fine-tuning tokens-per-second can a single RTX 5060 Ti 16 GB process? Real numbers across QLoRA, LoRA, and full…

Benchmarks May 2026

Qwen-VL Vision-Language Benchmark on the RTX 5060 Ti 16 GB

Qwen 2.5 VL is the strongest open-weight vision-language model that fits 16 GB. Here is how it performs on a…

Benchmarks May 2026

RTX 4090 24 GB TFLOPS Benchmark Class: Where It Sits in the AI Hierarchy

The RTX 4090 punches at roughly the same FP16 TFLOPS class as datacenter A100 cards. Here is the precise benchmark…

Benchmarks May 2026

Phi-3 Mini Benchmark on the RTX 5060 Ti 16 GB

Phi-3 Mini (3.8B) is small enough that the 5060 Ti is dramatic overkill. Real benchmarks for high-throughput Phi-3 deployments.

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