RTX Pro 6000 Blackwell vs RTX 3090 - GPU Benchmark Comparison

Direct performance comparison between the RTX Pro 6000 Blackwell and RTX 3090 across 20 standardized AI benchmarks collected from our production fleet. Testing shows the RTX Pro 6000 Blackwell winning 20 out of 20 benchmarks (100% win rate), while the RTX 3090 wins 0 tests. All 20 benchmark results are automatically gathered from active rental servers, providing real-world performance data rather than synthetic testing.

LLM Inference Performance: RTX Pro 6000 Blackwell 50% faster

In language model inference testing across 8 different models, the RTX Pro 6000 Blackwell is 50% faster than the RTX 3090 on average. For llama3.1:8b-instruct-q8_0 inference, the RTX Pro 6000 Blackwell achieves 155 tokens/s compared to RTX 3090's 96 tokens/s, making the RTX Pro 6000 Blackwell substantially faster with a 62% advantage. Overall, the RTX Pro 6000 Blackwell wins 8 out of 8 LLM tests with an average 50% performance difference, making it the stronger choice for transformer model inference workloads.

Image Generation Performance: RTX Pro 6000 Blackwell 517% faster

Evaluating AI image generation across 12 different Stable Diffusion models, the RTX Pro 6000 Blackwell is 517% faster than the RTX 3090 in this category. When testing sd3.5-medium, the RTX Pro 6000 Blackwell completes generations at 3.5 s/image compared to RTX 3090's 31 s/image, making the RTX Pro 6000 Blackwell substantially faster with a 788% advantage. Across all 12 image generation benchmarks, the RTX Pro 6000 Blackwell wins 12 tests with an average 517% performance difference, establishing it as the preferred GPU for Stable Diffusion, SDXL, and Flux deployments.

About These Benchmarks of RTX Pro 6000 Blackwell vs RTX 3090

Our benchmarks are collected automatically from servers having gpus of type RTX Pro 6000 Blackwell and RTX 3090 in our fleet using standardized test suites:

LLM Inference (Ollama & VLLM): Measures tokens per second of RTX Pro 6000 Blackwell compared to RTX 3090 for LLM inference using various models (Llama, Qwen, etc.) on both Ollama and VLLM with FP8 quantization
Image Generation: Measures images per minute and seconds per image for AI image generation on the RTX Pro 6000 Blackwell compared to RTX 3090
CPU: Single-core and multi-core operations per second representing GPU Servers you can rent with RTX Pro 6000 Blackwell or RTX 3090
NVMe: Read and write speeds in MB/s for storage performance on GPU Servers typically equipped with RTX Pro 6000 Blackwell or RTX 3090

Note: RTX Pro 6000 Blackwell and RTX 3090 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 Pro 6000 Blackwell and RTX 3090.