RTX 4090 vs V100 - GPU Benchmark Comparison

Directe prestatievergelijking tussen de RTX 4090 en V100 across 12 standardized AI benchmarks collected from our production fleet. Testing shows the RTX 4090 winning 12 out of 12 benchmarks (100% win rate), while the V100 wins 0 tests. All 12 benchmark results are automatically gathered from active rental servers, providing real-world performance data rather than synthetic testing.

LLM Inference Performance: RTX 4090 46% faster

In language model inference testing across 4 different models, the RTX 4090 is 46% faster than the V100 on average. For qwen3:8b inference, the RTX 4090 achieves 149 tokens/s compared to V100's 99 tokens/s, making the RTX 4090 substantially faster with a 51% advantage. Overall, the RTX 4090 wins 4 out of 4 LLM tests with an average 46% performance difference, making it the stronger choice for transformer model inference workloads.

Image Generation Performance: RTX 4090 83% faster

Evaluating AI image generation across 8 different Stable Diffusion models, the RTX 4090 is 83% faster than the V100 in this category. When testing sd1.5, the RTX 4090 completes generations at 69 images/min compared to V100's 39 images/min, making the RTX 4090 substantially faster with a 76% advantage. Across all 8 image generation benchmarks, the RTX 4090 wins 8 tests with an average 83% performance difference, establishing it as the preferred GPU for Stable Diffusion, SDXL, and Flux deployments.

About These Benchmarks of RTX 4090 vs V100

Our benchmarks are collected automatically from servers having gpus of type RTX 4090 and V100 in our fleet using standardized test suites:

LLM Inferentie (Ollama & VLLM): Measures tokens per second of RTX 4090 compared to V100 for LLM inference using various models (Llama, Qwen, etc.) on both Ollama and VLLM with FP8 quantization
Afbeeldinggeneratie: Measures images per minute and seconds per image for AI image generation on the RTX 4090 compared to V100
CPU: Single-core and multi-core operations per second representing GPU Servers you can rent with RTX 4090 or V100
NVMe: Read and write speeds in MB/s for storage performance on GPU Servers typically equipped with RTX 4090 or V100

Note: RTX 4090 and V100 AI Benchmark Results may vary based on system load, configuration, and specific hardware revisions. These benchmarks represent median values from multiple test runs of RTX 4090 and V100.