Coming Soon
Q-Research will provide researchers with scalable infrastructure, access to anonymized industry data, and the resources needed to prove concepts at production scale and additional expertiese. Our operation is currently being established, and we'll share detailed information about application processes, requirements, and available resources soon.
It's Happening
Benchmarks run scheduled, streaming real-time metrics. Everything logged to Loki, timestamped, queryable. Our infrastructure achieves 26% better performance than official NVIDIA benchmarks on NCCL All-Reduce Sum operations. The infrastructure works, here's the proof.
GPU Power Consumption
Sustained power draw under load indicates full GPU saturation. When compute units stay busy, power consumption remains consistently high—exactly what you want from expensive hardware.
Outages are part of the integration
GPU Utilization
Near-constant utilization across benchmark runs proves our runtime keeps GPUs productive. No idle cycles, no waiting for work—just sustained compute throughput.
Outages are part of the integration
PCIe Throughput
Bidirectional PCIe 4.0 throughput between CPU and GPU. These transfer rates reflect our optimized NCCL integration delivering measurable performance gains over standard implementations.
Outages are part of the integration
Get Involved
Q-Research is being built right now. We're writing Rust, building low-level multithreaded infrastructure, getting close to production-grade AI infrastructure actually working in Europe. Whether you're coming from data science, AI development, other research areas, or you just need compute resources—get in touch.
From Research or Need Resources
Working in data science, AI development, or coming from other research areas? Already have a model and need GPU access? Working on something that requires serious compute? If you're interested in how we're building European AI infrastructure, need resources, or see opportunities for collaboration—reach out. We're talking to researchers from all backgrounds to figure out what actually matters.
- Data scientists and AI researchers
- Coming from other research areas
- Already have a model, need GPUs
- Data science projects requiring compute
- Explore collaboration or resource access
For The Tech Enthusiasts
We're building everything in Rust. Low-level GPU abstractions, multithreaded runtime, production-grade infrastructure. If you get excited about compile-time guarantees, zero-cost abstractions, or making European AI infrastructure actually work—we want to talk. Whether you want to contribute, collaborate, or just understand what we're building technically, reach out.
- Rust-native infrastructure
- Low-level GPU programming
- Production-grade architecture
- Technical deep-dive or contribution